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            {
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            {
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            {
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "AI Companies: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Adobe, Airship AI, Allbirds, and Almawave. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -16 from 16 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, physical-sciences-mathematics, and society-law-government and topic pack Artificial Intelligence, Machine Learning, Software, Cloud Computing, Data Centers, Robotics, Autonomy, Healthcare, Cybersecurity, and Semiconductors; matched source cohorts: AI Companies.",
            "The loudest streams in the cohort are Adobe, Airship AI, Allbirds, and Almawave.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -16 from 16 to 0.",
            "Velocity: -11.2676 (-16 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, physical-sciences-mathematics, and society-law-government and topic pack Artificial Intelligence, Machine Learning, Software, Cloud Computing, Data Centers, Robotics, Autonomy, Healthcare, Cybersecurity, and Semiconductors; matched source cohorts: AI Companies.",
          "selected_streams": [
            {
              "source_name": "adobe",
              "source_display": "Adobe",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "airship-ai",
              "source_display": "Airship AI",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "allbirds",
              "source_display": "Allbirds",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "almawave",
              "source_display": "Almawave",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 16,
              "delta": -16,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 2,
              "delta": -2,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "NVIDIA",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Artificial Intelligence",
              "current": 0,
              "previous": 16,
              "delta": -16,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -11.2676,
              "basis": "-16 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "AI Companies: 0 claims across 66 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 66 streams, 246 visible primitives, and 331 stream-primitive links. Loudest streams: Adobe, Airship AI, Allbirds, and Almawave.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include AI Companies.",
              "Versus the previous saved rebuild, claims changed by -16 from 16 to 0.",
              "Velocity: -11.2676 (-16 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 66,
            "visible_primitive_count": 246,
            "edge_count": 331,
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              },
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              },
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              },
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              },
              {
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              },
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              },
              {
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              },
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              },
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              },
              {
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                "cohort": "ai_company",
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              },
              {
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                "source_display": "BigBear.ai",
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              },
              {
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              },
              {
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                "cohort_label": "AI Companies",
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              },
              {
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                "source_display": "Cambricon Technologies",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
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              },
              {
                "source_name": "cerebras-systems",
                "source_display": "Cerebras Systems",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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              },
              {
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                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "coreweave",
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                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "duos-technologies",
                "source_display": "Duos Technologies Group",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "dynatrace",
                "source_display": "Dynatrace",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "share_of_claims": 0.0
              },
              {
                "source_name": "fermi",
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                "cohort_label": "AI Companies",
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                "manifest_count": 0,
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              },
              {
                "source_name": "freight-technologies",
                "source_display": "Freight Technologies",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "gaxos-ai",
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                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "healwell-ai",
                "source_display": "HEALWELL AI",
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                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "ibm",
                "source_display": "IBM",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "innodata",
                "source_display": "Innodata",
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                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "jet-ai",
                "source_display": "Jet.AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "knightscope",
                "source_display": "Knightscope",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lantern-pharma",
                "source_display": "Lantern Pharma",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lucas-gc",
                "source_display": "Lucas GC",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "meta",
                "source_display": "Meta Platforms",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "microsoft",
                "source_display": "Microsoft",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mindwalk-holdings",
                "source_display": "MindWalk Holdings",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mobileye",
                "source_display": "Mobileye",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "nvidia",
                "source_display": "NVIDIA",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nano-x-imaging",
                "source_display": "Nano-X Imaging",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oddity-tech",
                "source_display": "ODDITY Tech",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "odysight-ai",
                "source_display": "Odysight.ai",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
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              },
              {
                "source_name": "one-stop-systems",
                "source_display": "One Stop Systems",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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              },
              {
                "source_name": "oracle",
                "source_display": "Oracle",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
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                "manifest_count": 0,
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              },
              {
                "source_name": "orangekloud",
                "source_display": "OrangeKloud Technology",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
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              },
              {
                "source_name": "palantir",
                "source_display": "Palantir",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "palladyne-ai",
                "source_display": "Palladyne AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
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              },
              {
                "source_name": "pony-ai",
                "source_display": "Pony AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "presight-ai",
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            {
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              "tag_id": "prof-amnon-shashua-person",
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            {
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              "tag_id": "dan-galves-person",
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            {
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              "story_count": 1,
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            {
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              "tag_id": "artificial-intelligence-topic",
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            },
            {
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              "tag_id": "autonomous-vehicles-topic",
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              "tag_id": "artificial-intelligence-topic",
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            {
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            {
              "stream_id": "applied-materials",
              "tag_id": "semiconductor-supply-chain-topic",
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            {
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            {
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Semiconductor Industry: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: ACM Research, ASE Technology, ASML, and ASMPT. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -20 from 20 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, physical-sciences-mathematics, and society-law-government and topic pack Semiconductors, Artificial Intelligence, Advanced Packaging, Data Centers, Gpu, Supply Chain, Automotive, Electric Vehicles, Manufacturing Capacity, and Capital Expenditure; matched source cohorts: Semiconductor Companies.",
            "The loudest streams in the cohort are ACM Research, ASE Technology, ASML, and ASMPT.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -20 from 20 to 0.",
            "Velocity: -14.0845 (-20 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, physical-sciences-mathematics, and society-law-government and topic pack Semiconductors, Artificial Intelligence, Advanced Packaging, Data Centers, Gpu, Supply Chain, Automotive, Electric Vehicles, Manufacturing Capacity, and Capital Expenditure; matched source cohorts: Semiconductor Companies.",
          "selected_streams": [
            {
              "source_name": "acm-research",
              "source_display": "ACM Research",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ase-technology",
              "source_display": "ASE Technology",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "asml",
              "source_display": "ASML",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "asmpt",
              "source_display": "ASMPT",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 20,
              "delta": -20,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 3,
              "delta": -3,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "NVIDIA",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Artificial Intelligence",
              "current": 0,
              "previous": 16,
              "delta": -16,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
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              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -14.0845,
              "basis": "-20 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Semiconductor Industry: 0 claims across 83 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 83 streams, 214 visible primitives, and 355 stream-primitive links. Loudest streams: ACM Research, ASE Technology, ASML, and ASMPT.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Semiconductor Companies.",
              "Versus the previous saved rebuild, claims changed by -20 from 20 to 0.",
              "Velocity: -14.0845 (-20 claims over 1.42 hours between current and previous rebuilds)."
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            "visible_primitive_count": 214,
            "edge_count": 355,
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              {
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                "cohort_label": "Semiconductor Companies",
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                "source_name": "lite-on-technology",
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                "source_display": "MACOM Technology Solutions",
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                "cohort_label": "Semiconductor Companies",
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                "manifest_count": 0,
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                "source_name": "mediatek",
                "source_display": "MediaTek",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
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                "source_name": "microchip-technology",
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                "cohort_label": "Semiconductor Companies",
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                "source_display": "Micron Technology",
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                "cohort_label": "Semiconductor Companies",
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                "manifest_count": 0,
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              },
              {
                "source_name": "monolithic-power",
                "source_display": "Monolithic Power",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
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                "manifest_count": 0,
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              },
              {
                "source_name": "nvidia",
                "source_display": "NVIDIA",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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              {
                "source_name": "nxp-semiconductors",
                "source_display": "NXP Semiconductors",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
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                "share_of_claims": 0.0
              },
              {
                "source_name": "navitas-semiconductor",
                "source_display": "Navitas Semiconductor",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
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                "manifest_count": 0,
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              },
              {
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        },
        "sample_claims": [],
        "narrative": {
          "headline": "Private Companies: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: 6sense, Abridge, Acorns, and Addepar. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -30 from 30 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, society-law-government, life-environment, physical-sciences-mathematics, arts-culture-entertainment, and everyday-life-practical-knowledge and topic pack Artificial Intelligence, Cloud Computing, Cybersecurity, Robotics, Autonomy, Healthcare, Fintech, Consumer Spending, Supply Chain, Semiconductors, Space, Defense, Energy Transition, Data Centers, Venture Capital Markets, and Ipo Market; matched source cohorts: Private Companies.",
            "The loudest streams in the cohort are 6sense, Abridge, Acorns, and Addepar.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -30 from 30 to 0.",
            "Velocity: -21.1268 (-30 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, society-law-government, life-environment, physical-sciences-mathematics, arts-culture-entertainment, and everyday-life-practical-knowledge and topic pack Artificial Intelligence, Cloud Computing, Cybersecurity, Robotics, Autonomy, Healthcare, Fintech, Consumer Spending, Supply Chain, Semiconductors, Space, Defense, Energy Transition, Data Centers, Venture Capital Markets, and Ipo Market; matched source cohorts: Private Companies.",
          "selected_streams": [
            {
              "source_name": "6sense",
              "source_display": "6sense",
              "cohort": "private_company",
              "cohort_label": "Private Companies",
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              "manifest_count": 0,
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            },
            {
              "source_name": "abridge",
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              "cohort_label": "Private Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "acorns",
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              "cohort": "private_company",
              "cohort_label": "Private Companies",
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              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "addepar",
              "source_display": "Addepar",
              "cohort": "private_company",
              "cohort_label": "Private Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 30,
              "delta": -30,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 3,
              "delta": -3,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "BigID",
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              "delta": -15,
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            },
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              "label": "Cybersecurity",
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              "delta": -22,
              "pct_delta": -100.0,
              "direction": "down"
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          "velocity": [
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              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
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              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
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              "basis": "-30 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Private Companies: 0 claims across 100 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 100 streams, 261 visible primitives, and 384 stream-primitive links. Loudest streams: 6sense, Abridge, Acorns, and Addepar.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Private Companies.",
              "Versus the previous saved rebuild, claims changed by -30 from 30 to 0.",
              "Velocity: -21.1268 (-30 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 100,
            "visible_primitive_count": 261,
            "edge_count": 384,
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              },
              {
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              {
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              },
              {
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              {
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              {
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              {
                "source_name": "discord",
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              },
              {
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                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
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              },
              {
                "source_name": "dragos",
                "source_display": "Dragos",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "eight-sleep",
                "source_display": "Eight Sleep",
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                "cohort_label": "Private Companies",
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              },
              {
                "source_name": "energyx",
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                "cohort": "private_company",
                "cohort_label": "Private Companies",
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                "manifest_count": 0,
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              },
              {
                "source_name": "epic-games",
                "source_display": "Epic Games",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
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              },
              {
                "source_name": "epirus",
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                "cohort_label": "Private Companies",
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              },
              {
                "source_name": "fanatics",
                "source_display": "Fanatics",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
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              },
              {
                "source_name": "flexport",
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                "cohort": "private_company",
                "cohort_label": "Private Companies",
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              },
              {
                "source_name": "floqast",
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                "cohort": "private_company",
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "santander-cib",
              "tag_id": "pedro-de-mingo-kaminouchi-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "santander-cib",
              "tag_id": "bank-regulation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "santander-cib",
              "tag_id": "equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "santander-cib",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "supply-chain-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "trade-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "cannes-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "artificial-intelligence-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "consumer-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "retail-sales-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "citi",
              "tag_id": "ai-agents-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wells-fargo",
              "tag_id": "beth-richek-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wells-fargo",
              "tag_id": "john-y-campbell-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wells-fargo",
              "tag_id": "united-states-securities-and-exchange-commission-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wells-fargo",
              "tag_id": "equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Bank Research: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: ABN AMRO, ANZ, BBVA, and BMO. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -213 from 213 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work and topic pack Economic Outlook, Equity Markets, Inflation, Interest Rates, Monetary Policy, Financial Regulation, and GDP Growth; matched source cohorts: Bank Research.",
            "The loudest streams in the cohort are ABN AMRO, ANZ, BBVA, and BMO.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -213 from 213 to 0.",
            "Velocity: -150.0 (-213 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work and topic pack Economic Outlook, Equity Markets, Inflation, Interest Rates, Monetary Policy, Financial Regulation, and GDP Growth; matched source cohorts: Bank Research.",
          "selected_streams": [
            {
              "source_name": "abn-amro",
              "source_display": "ABN AMRO",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "anz",
              "source_display": "ANZ",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "bbva",
              "source_display": "BBVA",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "bmo",
              "source_display": "BMO",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 213,
              "delta": -213,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 19,
              "delta": -19,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Westpac",
              "current": 0,
              "previous": 63,
              "delta": -63,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Interest Rates",
              "current": 0,
              "previous": 148,
              "delta": -148,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -150.0,
              "basis": "-213 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Bank Research: 0 claims across 45 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 45 streams, 708 visible primitives, and 1,338 stream-primitive links. Loudest streams: ABN AMRO, ANZ, BBVA, and BMO.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Bank Research.",
              "Versus the previous saved rebuild, claims changed by -213 from 213 to 0.",
              "Velocity: -150.0 (-213 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 45,
            "visible_primitive_count": 708,
            "edge_count": 1338,
            "streams": [
              {
                "source_name": "abn-amro",
                "source_display": "ABN AMRO",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "anz",
                "source_display": "ANZ",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bbva",
                "source_display": "BBVA",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bmo",
                "source_display": "BMO",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bnp-paribas",
                "source_display": "BNP Paribas",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bny",
                "source_display": "BNY",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bny-mellon",
                "source_display": "BNY Mellon Investment Management",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-america",
                "source_display": "Bank of America",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-china",
                "source_display": "Bank of China",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "barclays",
                "source_display": "Barclays",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "citi",
                "source_display": "Citi",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "dbs",
                "source_display": "DBS",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "emirates-nbd",
                "source_display": "Emirates NBD",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "erste-group",
                "source_display": "Erste Group",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "goldman-sachs",
                "source_display": "Goldman Sachs",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hsbc",
                "source_display": "HSBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "icici-bank",
                "source_display": "ICICI Bank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ing",
                "source_display": "ING",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ing-think-fx",
                "source_display": "Ing Think Fx",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ing-think-rates",
                "source_display": "Ing Think Rates",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "jpmorgan",
                "source_display": "JPMorgan Chase",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kbc",
                "source_display": "KBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mufg",
                "source_display": "MUFG",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "macquarie",
                "source_display": "Macquarie",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mizuho",
                "source_display": "Mizuho",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "morgan-stanley",
                "source_display": "Morgan Stanley",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "natwest",
                "source_display": "NatWest",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nab",
                "source_display": "National Australia Bank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nomura",
                "source_display": "Nomura",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nordea",
                "source_display": "Nordea",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "northern-trust",
                "source_display": "Northern Trust",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ocbc",
                "source_display": "OCBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "pnc-financial",
                "source_display": "PNC Financial Services",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "rbc",
                "source_display": "RBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "rabobank",
                "source_display": "Rabobank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "raymond-james",
                "source_display": "Raymond James",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "sbi-capital-markets",
                "source_display": "SBI Capital Markets",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "santander-cib",
                "source_display": "Santander CIB",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "scotiabank",
                "source_display": "Scotiabank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "standard-chartered",
                "source_display": "Standard Chartered",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "state-street",
                "source_display": "State Street",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "td-bank",
                "source_display": "TD Bank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ubs",
                "source_display": "UBS",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "wells-fargo",
                "source_display": "Wells Fargo",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "westpac",
                "source_display": "Westpac",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              }
            ],
            "topics_discussed": [],
            "changes": [
              {
                "kind": "lens_claims",
                "label": "Claims",
                "current": 0,
                "previous": 213,
                "delta": -213,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "lens_manifests",
                "label": "Manifests",
                "current": 0,
                "previous": 19,
                "delta": -19,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "source_stream_claims",
                "label": "Westpac",
                "current": 0,
                "previous": 63,
                "delta": -63,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "topic_claims",
                "label": "Interest Rates",
                "current": 0,
                "previous": 148,
                "delta": -148,
                "pct_delta": -100.0,
                "direction": "down"
              }
            ],
            "velocity": [
              {
                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
                "value": 0.0,
                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
                "label": "Claim delta per hour",
                "value": -150.0,
                "basis": "-213 claims over 1.42 hours between current and previous rebuilds"
              }
            ]
          }
        },
        "render_data": {
          "metrics": {
            "claims": 0,
            "stories": 0,
            "manifests": 0,
            "streams": 45,
            "synorb_streams": 45,
            "sources": 45,
            "live_sources": 0,
            "source_channels": 188,
            "organizations": 0
          },
          "claims_by_day": [
            {
              "day": "2026-07-11",
              "claims": 0
            }
          ],
          "selected_streams": [
            {
              "source_name": "abn-amro",
              "source_display": "ABN AMRO",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "anz",
              "source_display": "ANZ",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "bbva",
              "source_display": "BBVA",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "bmo",
              "source_display": "BMO",
              "cohort": "bank_research",
              "cohort_label": "Bank Research",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "source_cohorts": [
            {
              "key": "bank_research",
              "label": "Bank Research",
              "claim_count": 0,
              "story_count": 0,
              "source_count": 45,
              "manifest_count": 0
            }
          ],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 213,
              "delta": -213,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 19,
              "delta": -19,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Westpac",
              "current": 0,
              "previous": 63,
              "delta": -63,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Interest Rates",
              "current": 0,
              "previous": 148,
              "delta": -148,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
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              "basis": "+0 claims over 1.42 hours between current and previous rebuilds"
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          ],
          "cumulative": {
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            "summary": "Last 24 hours contains 0 claims and 0 manifests across 98 streams, 417 visible primitives, and 469 stream-primitive links. Loudest streams: 500 Global, 8 VC, Accel, and Advantage Capital.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include VC Firms.",
              "Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-cleveland",
              "tag_id": "real-estate-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-cleveland",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-korea",
              "tag_id": "interest-rates-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-korea",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "international-monetary-fund-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "federal-deposit-insurance-corporation-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "ministry-of-finance-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "lseg-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "iti-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "bond-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "central-bank-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "interest-rates-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-yemen",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-kansascity",
              "tag_id": "andrew-glover-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-kansascity",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-kansascity",
              "tag_id": "inflation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-kansascity",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-kansascity",
              "tag_id": "oil-prices-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-minneapolis",
              "tag_id": "jonathan-hartley-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-minneapolis",
              "tag_id": "gdp-growth-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-minneapolis",
              "tag_id": "labor-market-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "fed-minneapolis",
              "tag_id": "productivity-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "national-bank-of-kazakhstan",
              "tag_id": "ing-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "national-bank-of-kazakhstan",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "national-bank-of-kazakhstan",
              "tag_id": "gdp-growth-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "national-bank-of-kazakhstan",
              "tag_id": "inflation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "national-bank-of-kazakhstan",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "bond-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "treasury-yields-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "national-center-for-education-statistics-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "gdp-growth-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-reserve-bank-of-el-salvador",
              "tag_id": "central-bank-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-reserve-bank-of-el-salvador",
              "tag_id": "gdp-growth-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-reserve-bank-of-el-salvador",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "dust-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "newspaper-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "credit-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "central-bank-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "inflation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-costa-rica",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-costa-rica",
              "tag_id": "real-estate-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "qatar-central-bank",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "qatar-central-bank",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Central Banks: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Banca d'Italia, Banco Central de Chile, Banco Central de Reserva del Peru, and Banco Central de la Republica Dominicana. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -220 from 220 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work and topic pack Inflation, GDP Growth, Economic Outlook, Monetary Policy, Interest Rates, and Productivity; matched source cohorts: Central Banks.",
            "The loudest streams in the cohort are Banca d'Italia, Banco Central de Chile, Banco Central de Reserva del Peru, and Banco Central de la Republica Dominicana.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -220 from 220 to 0.",
            "Velocity: -154.9296 (-220 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work and topic pack Inflation, GDP Growth, Economic Outlook, Monetary Policy, Interest Rates, and Productivity; matched source cohorts: Central Banks.",
          "selected_streams": [
            {
              "source_name": "banca-ditalia",
              "source_display": "Banca d'Italia",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "banco-central-de-chile",
              "source_display": "Banco Central de Chile",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "banco-central-de-reserva-del-peru",
              "source_display": "Banco Central de Reserva del Peru",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "banco-central-de-la-republica-dominicana",
              "source_display": "Banco Central de la Republica Dominicana",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 220,
              "delta": -220,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 23,
              "delta": -23,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Bank of Japan",
              "current": 0,
              "previous": 83,
              "delta": -83,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Monetary Policy",
              "current": 0,
              "previous": 220,
              "delta": -220,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -154.9296,
              "basis": "-220 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Central Banks: 0 claims across 136 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 136 streams, 357 visible primitives, and 747 stream-primitive links. Loudest streams: Banca d'Italia, Banco Central de Chile, Banco Central de Reserva del Peru, and Banco Central de la Republica Dominicana.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Central Banks.",
              "Versus the previous saved rebuild, claims changed by -220 from 220 to 0.",
              "Velocity: -154.9296 (-220 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 136,
            "visible_primitive_count": 357,
            "edge_count": 747,
            "streams": [
              {
                "source_name": "banca-ditalia",
                "source_display": "Banca d'Italia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-de-chile",
                "source_display": "Banco Central de Chile",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-de-reserva-del-peru",
                "source_display": "Banco Central de Reserva del Peru",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-de-la-republica-dominicana",
                "source_display": "Banco Central de la Republica Dominicana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-do-brasil",
                "source_display": "Banco Central do Brasil",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-espana",
                "source_display": "Banco de Espana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-mexico",
                "source_display": "Banco de Mexico",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-portugal",
                "source_display": "Banco de Portugal",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-la-republica-colombia",
                "source_display": "Banco de la Republica Colombia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bangko-sentral-ng-pilipinas",
                "source_display": "Bangko Sentral ng Pilipinas",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bangladesh-bank",
                "source_display": "Bangladesh Bank",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-al-maghrib",
                "source_display": "Bank Al-Maghrib",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-indonesia",
                "source_display": "Bank Indonesia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-negara-malaysia",
                "source_display": "Bank Negara Malaysia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-albania",
                "source_display": "Bank of Albania",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-algeria",
                "source_display": "Bank of Algeria",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-botswana",
                "source_display": "Bank of Botswana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-canada",
                "source_display": "Bank of Canada",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-england",
                "source_display": "Bank of England",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-estonia",
                "source_display": "Bank of Estonia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-finland",
                "source_display": "Bank of Finland",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-ghana",
                "source_display": "Bank of Ghana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-greece",
                "source_display": "Bank of Greece",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-guatemala",
                "source_display": "Bank of Guatemala",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-israel",
                "source_display": "Bank of Israel",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-japan",
                "source_display": "Bank of Japan",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-korea",
                "source_display": "Bank of Korea",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-latvia",
                "source_display": "Bank of Latvia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-lithuania",
                "source_display": "Bank of Lithuania",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-mauritius",
                "source_display": "Bank of Mauritius",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-mongolia",
                "source_display": "Bank of Mongolia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-mozambique",
                "source_display": "Bank of Mozambique",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-namibia",
                "source_display": "Bank of Namibia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-papua-new-guinea",
                "source_display": "Bank of Papua New Guinea",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-russia",
                "source_display": "Bank of Russia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-slovenia",
                "source_display": "Bank of Slovenia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
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                "source_display": "Bank of Tanzania",
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                "cohort_label": "Central Banks",
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                "source_display": "Bank of Thailand",
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                "cohort_label": "Central Banks",
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                "source_display": "Bank of Uganda",
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                "cohort_label": "Central Banks",
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                "cohort_label": "Central Banks",
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                "cohort_label": "Central Banks",
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                "cohort_label": "Central Banks",
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                "share_of_claims": 0.0
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                "source_display": "Central Bank of Armenia",
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                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "cohort_label": "Central Banks",
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "cohort_label": "Central Banks",
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                "share_of_claims": 0.0
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
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                "cohort_label": "Central Banks",
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                "share_of_claims": 0.0
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "source_display": "Central Bank of Kenya",
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                "cohort_label": "Central Banks",
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                "cohort_label": "Central Banks",
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                "share_of_claims": 0.0
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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              {
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                "source_display": "Central Bank of Libya",
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "source_display": "Central Bank of Luxembourg",
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "source_display": "Central Bank of Paraguay",
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                "cohort_label": "Central Banks",
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "manifest_count": 0,
                "share_of_claims": 0.0
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                "source_display": "Central Bank of Uruguay",
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                "cohort_label": "Central Banks",
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                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "share_of_claims": 0.0
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                "source_display": "Da Afghanistan Bank",
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                "share_of_claims": 0.0
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                "manifest_count": 0,
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                "source_display": "Federal Reserve Bank of Philadelphia",
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                "source_display": "Federal Reserve Bank of Richmond",
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                "source_display": "Federal Reserve Bank of St. Louis",
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                "source_display": "Federal Reserve Beige Book",
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                "manifest_count": 0,
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                "source_display": "Magyar Nemzeti Bank",
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                "source_display": "Monetary Authority of Macao",
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                "source_display": "National Bank of Poland",
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                "source_display": "National Bank of Ukraine",
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                "source_display": "National Bank of the Kyrgyz Republic",
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          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: none available. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -25 from 25 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, life-environment, and health-medicine and topic pack Geopolitics, Defense, Defense Spending, Tariffs, Energy Transition, Climate Science, Public Health, Health Policy, and Economic Outlook; matched source cohorts: all eligible source cohorts.",
            "The loudest streams in the cohort are unavailable.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -25 from 25 to 0.",
            "Velocity: -17.6056 (-25 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, life-environment, and health-medicine and topic pack Geopolitics, Defense, Defense Spending, Tariffs, Energy Transition, Climate Science, Public Health, Health Policy, and Economic Outlook; matched source cohorts: all eligible source cohorts.",
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          ],
          "cumulative": {
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            "summary": "Last 24 hours contains 0 claims and 0 manifests across 10 streams, 231 visible primitives, and 324 stream-primitive links. Loudest streams: none available.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
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            ]
          }
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            "synorb_streams": 0,
            "sources": 0,
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              "stream_id": "oregon-legislature",
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            {
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            {
              "stream_id": "oregon-legislature",
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            {
              "stream_id": "oregon-legislature",
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            {
              "stream_id": "oregon-legislature",
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "christopher-wray-person",
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            {
              "stream_id": "oregon-legislature",
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              "stream_id": "oregon-legislature",
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            {
              "stream_id": "oregon-legislature",
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              "stream_id": "oregon-legislature",
              "tag_id": "makerfield-place",
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            {
              "stream_id": "oregon-legislature",
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            {
              "stream_id": "oregon-legislature",
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            {
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              "manifest_count": 1
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            {
              "stream_id": "oregon-legislature",
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            {
              "stream_id": "oregon-legislature",
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            {
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            {
              "stream_id": "oregon-legislature",
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "crypto-topic",
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "economic-outlook-topic",
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              "manifest_count": 1
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "energy-transition-topic",
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "equity-markets-topic",
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              "stream_id": "oregon-legislature",
              "tag_id": "gdp-growth-topic",
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "geopolitics-topic",
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "inflation-topic",
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "interest-rates-topic",
              "story_count": 1,
              "manifest_count": 1
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "labor-market-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "oil-prices-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "payrolls-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "trade-policy-topic",
              "story_count": 1,
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "treasury-yields-topic",
              "story_count": 1,
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            {
              "stream_id": "oregon-legislature",
              "tag_id": "yield-curve-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "sora-topic",
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "State Legislatures: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Alabama Legislature, Alaska Legislature, Arizona Legislature, and Arkansas Legislature. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -13 from 13 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Legislatures.",
            "The loudest streams in the cohort are Alabama Legislature, Alaska Legislature, Arizona Legislature, and Arkansas Legislature.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -13 from 13 to 0.",
            "Velocity: -9.1549 (-13 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Legislatures.",
          "selected_streams": [
            {
              "source_name": "alabama-legislature",
              "source_display": "Alabama Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "alaska-legislature",
              "source_display": "Alaska Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arizona-legislature",
              "source_display": "Arizona Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arkansas-legislature",
              "source_display": "Arkansas Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 13,
              "delta": -13,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 1,
              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Oregon Legislature",
              "current": 0,
              "previous": 13,
              "delta": -13,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Yield Curve",
              "current": 0,
              "previous": 13,
              "delta": -13,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -9.1549,
              "basis": "-13 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "State Legislatures: 0 claims across 50 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 50 streams, 190 visible primitives, and 310 stream-primitive links. Loudest streams: Alabama Legislature, Alaska Legislature, Arizona Legislature, and Arkansas Legislature.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include State Legislatures.",
              "Versus the previous saved rebuild, claims changed by -13 from 13 to 0.",
              "Velocity: -9.1549 (-13 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 50,
            "visible_primitive_count": 190,
            "edge_count": 310,
            "streams": [
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                "source_display": "Alabama Legislature",
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                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "alaska-legislature",
                "source_display": "Alaska Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arizona-legislature",
                "source_display": "Arizona Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arkansas-legislature",
                "source_display": "Arkansas Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "california-legislature",
                "source_display": "California Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "colorado-legislature",
                "source_display": "Colorado Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "connecticut-legislature",
                "source_display": "Connecticut Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "delaware-legislature",
                "source_display": "Delaware Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "florida-legislature",
                "source_display": "Florida Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "georgia-legislature",
                "source_display": "Georgia Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hawaii-legislature",
                "source_display": "Hawaii Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "idaho-legislature",
                "source_display": "Idaho Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "illinois-legislature",
                "source_display": "Illinois Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "indiana-legislature",
                "source_display": "Indiana Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "iowa-legislature",
                "source_display": "Iowa Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kansas-legislature",
                "source_display": "Kansas Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kentucky-legislature",
                "source_display": "Kentucky Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "louisiana-legislature",
                "source_display": "Louisiana Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "maine-legislature",
                "source_display": "Maine Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "maryland-legislature",
                "source_display": "Maryland Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "massachusetts-legislature",
                "source_display": "Massachusetts Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "michigan-legislature",
                "source_display": "Michigan Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "minnesota-legislature",
                "source_display": "Minnesota Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mississippi-legislature",
                "source_display": "Mississippi Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "missouri-legislature",
                "source_display": "Missouri Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "montana-legislature",
                "source_display": "Montana Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nebraska-legislature",
                "source_display": "Nebraska Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nevada-legislature",
                "source_display": "Nevada Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-hampshire-legislature",
                "source_display": "New Hampshire Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-jersey-legislature",
                "source_display": "New Jersey Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-mexico-legislature",
                "source_display": "New Mexico Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-york-legislature",
                "source_display": "New York Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "north-carolina-legislature",
                "source_display": "North Carolina Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "north-dakota-legislature",
                "source_display": "North Dakota Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ohio-legislature",
                "source_display": "Ohio Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oklahoma-legislature",
                "source_display": "Oklahoma Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oregon-legislature",
                "source_display": "Oregon Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "pennsylvania-legislature",
                "source_display": "Pennsylvania Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "rhode-island-legislature",
                "source_display": "Rhode Island Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "south-carolina-legislature",
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            {
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "nebraska-department-of-labor-organization",
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            {
              "stream_id": "nebraska-state-executive",
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "ion-organization",
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "develop-organization",
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "nebraska-governor-rss-feed-organization",
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              "manifest_count": 1
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "randy-schmailzl-person",
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              "manifest_count": 1
            },
            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "katie-thurber-person",
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "rob-jeffreys-person",
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "andy-lozier-person",
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            },
            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "government-spending-topic",
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "healthcare-topic",
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            },
            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "infrastructure-spending-topic",
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            {
              "stream_id": "nebraska-state-executive",
              "tag_id": "labor-market-topic",
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            },
            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "trump-administration-organization",
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              "manifest_count": 1
            },
            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "south-dakota-place",
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            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "u-s-immigration-and-customs-enforcement-organization",
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            {
              "stream_id": "south-dakota-state-executive",
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            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "highway-organization",
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            },
            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "ion-organization",
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            {
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            {
              "stream_id": "south-dakota-state-executive",
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            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "south-dakota-governor-newsroom-organization",
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            {
              "stream_id": "south-dakota-state-executive",
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            {
              "stream_id": "south-dakota-state-executive",
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            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "criminal-law-topic",
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            {
              "stream_id": "south-dakota-state-executive",
              "tag_id": "national-security-topic",
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            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "donald-trump-person",
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              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "mark-gordon-person",
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            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "melania-trump-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "wyoming-department-of-family-services-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "wyoming-governor-newsroom-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "korin-schmidt-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "financial-regulation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "fiscal-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "tax-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "benefits-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "health-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "arizona-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "katie-hobbs-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "arizona-governor-rss-feed-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "financial-regulation-topic",
              "story_count": 1,
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            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "administrative-law-topic",
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            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "florida-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ron-desantis-person",
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              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "hillsborough-county-place",
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              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "leon-county-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "casey-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ffa-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "miami-dade-county-place",
              "story_count": 1,
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            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ati-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "portal-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "casey-santos-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "epa-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ion-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "florida-governor-newsroom-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "shevaun-harris-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "michelle-branham-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "madison-desantis-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "mental-health-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "public-health-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "health-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "health-systems-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "sarah-huckabee-sanders-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "gam-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "anne-marie-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "robert-finley-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "arkansas-governor-rss-feed-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "steve-kueter-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "agriculture-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "environmental-law-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "north-dakota-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "federal-emergency-management-agency-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "kelly-armstrong-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "ver-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "north-dakota-governor-rss-feed-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "fiscal-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "infrastructure-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "earth-science-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "State Executives: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Alabama State Executive, Alaska State Executive, Arizona State Executive, and Arkansas State Executive. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -75 from 75 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Executives.",
            "The loudest streams in the cohort are Alabama State Executive, Alaska State Executive, Arizona State Executive, and Arkansas State Executive.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -75 from 75 to 0.",
            "Velocity: -52.8169 (-75 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Executives.",
          "selected_streams": [
            {
              "source_name": "alabama-state-executive",
              "source_display": "Alabama State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "alaska-state-executive",
              "source_display": "Alaska State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arizona-state-executive",
              "source_display": "Arizona State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arkansas-state-executive",
              "source_display": "Arkansas State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 75,
              "delta": -75,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 11,
              "delta": -11,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "California State Executive",
              "current": 0,
              "previous": 22,
              "delta": -22,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Infrastructure Spending",
              "current": 0,
              "previous": 31,
              "delta": -31,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -52.8169,
              "basis": "-75 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "State Executives: 0 claims across 48 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 48 streams, 748 visible primitives, and 1,124 stream-primitive links. Loudest streams: Alabama State Executive, Alaska State Executive, Arizona State Executive, and Arkansas State Executive.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include State Executives.",
              "Versus the previous saved rebuild, claims changed by -75 from 75 to 0.",
              "Velocity: -52.8169 (-75 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 48,
            "visible_primitive_count": 748,
            "edge_count": 1124,
            "streams": [
              {
                "source_name": "alabama-state-executive",
                "source_display": "Alabama State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "alaska-state-executive",
                "source_display": "Alaska State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arizona-state-executive",
                "source_display": "Arizona State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arkansas-state-executive",
                "source_display": "Arkansas State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "california-state-executive",
                "source_display": "California State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "colorado-state-executive",
                "source_display": "Colorado State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "connecticut-state-executive",
                "source_display": "Connecticut State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "delaware-state-executive",
                "source_display": "Delaware State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "florida-state-executive",
                "source_display": "Florida State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "georgia-state-executive",
                "source_display": "Georgia State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hawaii-state-executive",
                "source_display": "Hawaii State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "idaho-state-executive",
                "source_display": "Idaho State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "illinois-state-executive",
                "source_display": "Illinois State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "indiana-state-executive",
                "source_display": "Indiana State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "iowa-state-executive",
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "permira",
              "tag_id": "mergers-acquisitions-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "permira",
              "tag_id": "private-equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "icici-bank-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "ast-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "nilay-shrivastava-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "national-investment-and-infrastructure-fund-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "gic-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "sanjeev-mehra-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "energy-transition-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "infrastructure-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "mergers-acquisitions-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "private-equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "tpg",
              "tag_id": "renewable-energy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "dach-region-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "h-i-g-capital-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "terra-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "rohit-jain-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "dirk-sojka-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "ralf-sojka-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "montabaur-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "energy-transition-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "infrastructure-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "mergers-acquisitions-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "hig-capital",
              "tag_id": "private-equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Private Equity: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Adams Street Partners, Advent International, American Securities, and Apollo Global Management. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -8 from 8 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work, and engineering-technology and topic pack Private Equity, Private Credit, Mergers Acquisitions, Credit Markets, Equity Markets, Artificial Intelligence, and Infrastructure Spending; matched source cohorts: Private Equity.",
            "The loudest streams in the cohort are Adams Street Partners, Advent International, American Securities, and Apollo Global Management.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -8 from 8 to 0.",
            "Velocity: -5.6338 (-8 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work, and engineering-technology and topic pack Private Equity, Private Credit, Mergers Acquisitions, Credit Markets, Equity Markets, Artificial Intelligence, and Infrastructure Spending; matched source cohorts: Private Equity.",
          "selected_streams": [
            {
              "source_name": "adams-street-partners",
              "source_display": "Adams Street Partners",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "advent-international",
              "source_display": "Advent International",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "american-securities",
              "source_display": "American Securities",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "apollo-global",
              "source_display": "Apollo Global Management",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 1,
              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Warburg Pincus",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Private Equity Markets",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -5.6338,
              "basis": "-8 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Private Equity: 0 claims across 33 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 33 streams, 162 visible primitives, and 214 stream-primitive links. Loudest streams: Adams Street Partners, Advent International, American Securities, and Apollo Global Management.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Private Equity.",
              "Versus the previous saved rebuild, claims changed by -8 from 8 to 0.",
              "Velocity: -5.6338 (-8 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 33,
            "visible_primitive_count": 162,
            "edge_count": 214,
            "streams": [
              {
                "source_name": "adams-street-partners",
                "source_display": "Adams Street Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "advent-international",
                "source_display": "Advent International",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "american-securities",
                "source_display": "American Securities",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "apollo-global",
                "source_display": "Apollo Global Management",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ardian",
                "source_display": "Ardian",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bc-partners",
                "source_display": "BC Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bain-capital",
                "source_display": "Bain Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "blackstone",
                "source_display": "Blackstone",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cvc-capital",
                "source_display": "CVC Capital Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "carlyle",
                "source_display": "Carlyle Group",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "charlesbank-capital",
                "source_display": "Charlesbank Capital Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "clearlake-capital",
                "source_display": "Clearlake Capital Group",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "eqt",
                "source_display": "EQT Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "gi-partners",
                "source_display": "GI Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "general-atlantic",
                "source_display": "General Atlantic",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hig-capital",
                "source_display": "H.I.G. Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kps-capital-partners",
                "source_display": "KPS Capital Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lexington-partners",
                "source_display": "Lexington Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-mountain-capital",
                "source_display": "New Mountain Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nordic-capital",
                "source_display": "Nordic Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "permira",
                "source_display": "Permira",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "platinum-equity",
                "source_display": "Platinum Equity",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "silver-lake",
                "source_display": "Silver Lake",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "siris-capital",
                "source_display": "Siris Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "stepstone",
                "source_display": "StepStone Group",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "summit-partners",
                "source_display": "Summit Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ta-associates",
                "source_display": "TA Associates",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "tpg",
                "source_display": "TPG",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "thoma-bravo",
                "source_display": "Thoma Bravo",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "towerbrook-capital",
                "source_display": "TowerBrook Capital Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "triton-partners",
                "source_display": "Triton Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "vista-equity",
                "source_display": "Vista Equity Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "warburg-pincus",
                "source_display": "Warburg Pincus",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              }
            ],
            "topics_discussed": [],
            "changes": [
              {
                "kind": "lens_claims",
                "label": "Claims",
                "current": 0,
                "previous": 8,
                "delta": -8,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "lens_manifests",
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            ],
            "velocity": [
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                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
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                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
                "label": "Claim delta per hour",
                "value": -5.6338,
                "basis": "-8 claims over 1.42 hours between current and previous rebuilds"
              }
            ]
          }
        },
        "render_data": {
          "metrics": {
            "claims": 0,
            "stories": 0,
            "manifests": 0,
            "streams": 33,
            "synorb_streams": 33,
            "sources": 33,
            "live_sources": 0,
            "source_channels": 53,
            "organizations": 0
          },
          "claims_by_day": [
            {
              "day": "2026-07-11",
              "claims": 0
            }
          ],
          "selected_streams": [
            {
              "source_name": "adams-street-partners",
              "source_display": "Adams Street Partners",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "advent-international",
              "source_display": "Advent International",
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              "cohort_label": "Private Equity",
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              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "american-securities",
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              "cohort_label": "Private Equity",
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              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "apollo-global",
              "source_display": "Apollo Global Management",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "source_cohorts": [
            {
              "key": "private_equity",
              "label": "Private Equity",
              "claim_count": 0,
              "story_count": 0,
              "source_count": 33,
              "manifest_count": 0
            }
          ],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
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              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Warburg Pincus",
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              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Private Equity Markets",
              "current": 0,
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              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -5.6338,
              "basis": "-8 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "charts": [
            {
              "id": "claims_by_day",
              "type": "line",
              "title": "Claims by day",
              "x": "day",
              "y": "claims",
              "data": [
                {
                  "day": "2026-07-11",
                  "claims": 0
                }
              ]
            },
            {
              "id": "selected_streams",
              "type": "bar",
              "title": "Selected streams by claims",
              "x": "source_display",
              "y": "claim_count",
              "data": [
                {
                  "source_name": "adams-street-partners",
                  "source_display": "Adams Street Partners",
                  "cohort": "private_equity",
                  "cohort_label": "Private Equity",
                  "claim_count": 0,
                  "manifest_count": 0,
                  "share_of_claims": 0.0
                },
                {
                  "source_name": "advent-international",
                  "source_display": "Advent International",
                  "cohort": "private_equity",
                  "cohort_label": "Private Equity",
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                },
                {
                  "source_name": "american-securities",
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        },
        "sample_claims": [],
        "narrative": {
          "headline": "Hedge Funds: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: AQR Capital Management, Aspect Capital, Bleecker Street Research, and Blue Orca Capital. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -15 from 15 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, and economics-business-work and topic pack Equity Markets, Credit Markets, Private Credit, Artificial Intelligence, Semiconductors, Consumer Spending, and Economic Outlook; matched source cohorts: Hedge Funds.",
            "The loudest streams in the cohort are AQR Capital Management, Aspect Capital, Bleecker Street Research, and Blue Orca Capital.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -15 from 15 to 0.",
            "Velocity: -10.5634 (-15 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, and economics-business-work and topic pack Equity Markets, Credit Markets, Private Credit, Artificial Intelligence, Semiconductors, Consumer Spending, and Economic Outlook; matched source cohorts: Hedge Funds.",
          "selected_streams": [
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            },
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            },
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            },
            {
              "source_name": "blue-orca-capital",
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            {
              "kind": "lens_manifests",
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              "delta": -1,
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              "direction": "down"
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            {
              "kind": "source_stream_claims",
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          "velocity": [
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              "label": "Claims per observed day",
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              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
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              "basis": "-15 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Hedge Funds: 0 claims across 42 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 42 streams, 72 visible primitives, and 89 stream-primitive links. Loudest streams: AQR Capital Management, Aspect Capital, Bleecker Street Research, and Blue Orca Capital.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Hedge Funds.",
              "Versus the previous saved rebuild, claims changed by -15 from 15 to 0.",
              "Velocity: -10.5634 (-15 claims over 1.42 hours between current and previous rebuilds)."
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              },
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              {
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              },
              {
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                "source_display": "O'Keefe Stevens Advisory",
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              },
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            {
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            {
              "stream_id": "chicago-sky",
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            {
              "stream_id": "chicago-sky",
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "WNBA Teams: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Atlanta Dream, Chicago Sky, Connecticut Sun, and Dallas Wings. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -5 from 5 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: WNBA Teams.",
            "The loudest streams in the cohort are Atlanta Dream, Chicago Sky, Connecticut Sun, and Dallas Wings.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -5 from 5 to 0.",
            "Velocity: -3.5211 (-5 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: WNBA Teams.",
          "selected_streams": [
            {
              "source_name": "atlanta-dream",
              "source_display": "Atlanta Dream",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "chicago-sky",
              "source_display": "Chicago Sky",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "connecticut-sun",
              "source_display": "Connecticut Sun",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "dallas-wings",
              "source_display": "Dallas Wings",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 5,
              "delta": -5,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 1,
              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Minnesota Lynx",
              "current": 0,
              "previous": 5,
              "delta": -5,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Labor & Employment",
              "current": 0,
              "previous": 5,
              "delta": -5,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -3.5211,
              "basis": "-5 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "WNBA Teams: 0 claims across 15 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 15 streams, 157 visible primitives, and 236 stream-primitive links. Loudest streams: Atlanta Dream, Chicago Sky, Connecticut Sun, and Dallas Wings.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include WNBA Teams.",
              "Versus the previous saved rebuild, claims changed by -5 from 5 to 0.",
              "Velocity: -3.5211 (-5 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 15,
            "visible_primitive_count": 157,
            "edge_count": 236,
            "streams": [
              {
                "source_name": "atlanta-dream",
                "source_display": "Atlanta Dream",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "chicago-sky",
                "source_display": "Chicago Sky",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "connecticut-sun",
                "source_display": "Connecticut Sun",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "dallas-wings",
                "source_display": "Dallas Wings",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "golden-state-valkyries",
                "source_display": "Golden State Valkyries",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "indiana-fever",
                "source_display": "Indiana Fever",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "las-vegas-aces",
                "source_display": "Las Vegas Aces",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "los-angeles-sparks",
                "source_display": "Los Angeles Sparks",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "minnesota-lynx",
                "source_display": "Minnesota Lynx",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-york-liberty",
                "source_display": "New York Liberty",
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              "previous": 22,
              "delta": -22,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Infrastructure Spending",
              "current": 0,
              "previous": 50,
              "delta": -50,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -86.6197,
              "basis": "-123 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "NFL Teams: 0 claims across 32 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 32 streams, 804 visible primitives, and 1,045 stream-primitive links. Loudest streams: Arizona Cardinals NFL, Atlanta Falcons NFL, Baltimore Ravens NFL, and Buffalo Bills NFL.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include NFL Teams.",
              "Versus the previous saved rebuild, claims changed by -123 from 123 to 0.",
              "Velocity: -86.6197 (-123 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 32,
            "visible_primitive_count": 804,
            "edge_count": 1045,
            "streams": [
              {
                "source_name": "nfl-arizona-cardinals",
                "source_display": "Arizona Cardinals NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-atlanta-falcons",
                "source_display": "Atlanta Falcons NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-baltimore-ravens",
                "source_display": "Baltimore Ravens NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-buffalo-bills",
                "source_display": "Buffalo Bills NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-carolina-panthers",
                "source_display": "Carolina Panthers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-chicago-bears",
                "source_display": "Chicago Bears NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-cincinnati-bengals",
                "source_display": "Cincinnati Bengals NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-cleveland-browns",
                "source_display": "Cleveland Browns NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-dallas-cowboys",
                "source_display": "Dallas Cowboys NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-denver-broncos",
                "source_display": "Denver Broncos NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-detroit-lions",
                "source_display": "Detroit Lions NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-green-bay-packers",
                "source_display": "Green Bay Packers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-houston-texans",
                "source_display": "Houston Texans NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-indianapolis-colts",
                "source_display": "Indianapolis Colts NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-jacksonville-jaguars",
                "source_display": "Jacksonville Jaguars NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-kansas-city-chiefs",
                "source_display": "Kansas City Chiefs NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-las-vegas-raiders",
                "source_display": "Las Vegas Raiders NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-los-angeles-chargers",
                "source_display": "Los Angeles Chargers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-los-angeles-rams",
                "source_display": "Los Angeles Rams NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-miami-dolphins",
                "source_display": "Miami Dolphins NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-minnesota-vikings",
                "source_display": "Minnesota Vikings NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-new-england-patriots",
                "source_display": "New England Patriots NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-new-orleans-saints",
                "source_display": "New Orleans Saints NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-new-york-giants",
                "source_display": "New York Giants NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-new-york-jets",
                "source_display": "New York Jets NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-philadelphia-eagles",
                "source_display": "Philadelphia Eagles NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-pittsburgh-steelers",
                "source_display": "Pittsburgh Steelers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-san-francisco-49ers",
                "source_display": "San Francisco 49ers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-seattle-seahawks",
                "source_display": "Seattle Seahawks NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-tampa-bay-buccaneers",
                "source_display": "Tampa Bay Buccaneers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-tennessee-titans",
                "source_display": "Tennessee Titans NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-washington-commanders",
                "source_display": "Washington Commanders NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              }
            ],
            "topics_discussed": [],
            "changes": [
              {
                "kind": "lens_claims",
                "label": "Claims",
                "current": 0,
                "previous": 123,
                "delta": -123,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "lens_manifests",
                "label": "Manifests",
                "current": 0,
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                "delta": -12,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "source_stream_claims",
                "label": "Arizona Cardinals NFL",
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                "delta": -22,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "topic_claims",
                "label": "Infrastructure Spending",
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                "delta": -50,
                "pct_delta": -100.0,
                "direction": "down"
              }
            ],
            "velocity": [
              {
                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
                "value": 0.0,
                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
                "label": "Claim delta per hour",
                "value": -86.6197,
                "basis": "-123 claims over 1.42 hours between current and previous rebuilds"
              }
            ]
          }
        },
        "render_data": {
          "metrics": {
            "claims": 0,
            "stories": 0,
            "manifests": 0,
            "streams": 32,
            "synorb_streams": 32,
            "sources": 32,
            "live_sources": 0,
            "source_channels": 94,
            "organizations": 0
          },
          "claims_by_day": [
            {
              "day": "2026-07-11",
              "claims": 0
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          ],
          "selected_streams": [
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              "source_display": "Arizona Cardinals NFL",
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              "cohort_label": "NFL Teams",
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            {
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            },
            {
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              "source_display": "Baltimore Ravens NFL",
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            },
            {
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          ],
          "topics_discussed": [],
          "source_cohorts": [
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          ],
          "changes": [
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            {
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          ],
          "velocity": [
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              "label": "Claims per observed day",
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              "basis": "0 claims across 1 observed day buckets in the current snapshot"
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              "kind": "claim_delta_per_hour_since_previous_rebuild",
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          ],
          "charts": [
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              "title": "Claims by day",
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              "y": "claims",
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            },
            {
              "id": "selected_streams",
              "type": "bar",
              "title": "Selected streams by claims",
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                {
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              ]
            },
            {
              "id": "topics_discussed",
              "type": "bar",
              "title": "Topics discussed by claims",
              "x": "name",
              "y": "claim_count",
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            },
            {
              "id": "source_cohorts",
              "type": "bar",
              "title": "Source cohorts by claims",
              "x": "label",
              "y": "claim_count",
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              ]
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          ],
          "tables": [
            {
              "id": "selected_streams",
              "title": "Selected streams",
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                {
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              ]
            },
            {
              "id": "topics_discussed",
              "title": "Topics discussed",
              "rows": []
            },
            {
              "id": "changes",
              "title": "Changes from previous rebuild",
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              ]
            },
            {
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              "title": "Velocity",
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              ]
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          ],
          "graphs": [
            {
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              "type": "bipartite",
              "title": "NFL Team Streams",
              "data": {
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              "tag_id": "major-league-baseball-organization",
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              "stream_id": "mlb-baltimore-orioles",
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              "stream_id": "mlb-baltimore-orioles",
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            {
              "stream_id": "mlb-baltimore-orioles",
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "luis-de-le-n-person",
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "nick-lorusso-person",
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "spencer-steer-person",
              "story_count": 1,
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "holly-jackson-person",
              "story_count": 1,
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "joseph-dzierwa-person",
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "grayson-rodriguez-person",
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "jt-quinn-person",
              "story_count": 1,
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "ike-irish-person",
              "story_count": 1,
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            },
            {
              "stream_id": "mlb-baltimore-orioles",
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "MLB Teams: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Arizona Diamondbacks MLB, Athletics MLB, Atlanta Braves MLB, and Baltimore Orioles MLB. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -23 from 23 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: MLB Teams.",
            "The loudest streams in the cohort are Arizona Diamondbacks MLB, Athletics MLB, Atlanta Braves MLB, and Baltimore Orioles MLB.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -23 from 23 to 0.",
            "Velocity: -16.1972 (-23 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: MLB Teams.",
          "selected_streams": [
            {
              "source_name": "mlb-arizona-diamondbacks",
              "source_display": "Arizona Diamondbacks MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "mlb-athletics",
              "source_display": "Athletics MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "mlb-atlanta-braves",
              "source_display": "Atlanta Braves MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "mlb-baltimore-orioles",
              "source_display": "Baltimore Orioles MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 23,
              "delta": -23,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 2,
              "delta": -2,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Cincinnati Reds MLB",
              "current": 0,
              "previous": 14,
              "delta": -14,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Mergers & Acquisitions",
              "current": 0,
              "previous": 14,
              "delta": -14,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -16.1972,
              "basis": "-23 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "MLB Teams: 0 claims across 30 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 30 streams, 1,121 visible primitives, and 1,906 stream-primitive links. Loudest streams: Arizona Diamondbacks MLB, Athletics MLB, Atlanta Braves MLB, and Baltimore Orioles MLB.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include MLB Teams.",
              "Versus the previous saved rebuild, claims changed by -23 from 23 to 0.",
              "Velocity: -16.1972 (-23 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 30,
            "visible_primitive_count": 1121,
            "edge_count": 1906,
            "streams": [
              {
                "source_name": "mlb-arizona-diamondbacks",
                "source_display": "Arizona Diamondbacks MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-athletics",
                "source_display": "Athletics MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-atlanta-braves",
                "source_display": "Atlanta Braves MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-baltimore-orioles",
                "source_display": "Baltimore Orioles MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-boston-red-sox",
                "source_display": "Boston Red Sox MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-chicago-cubs",
                "source_display": "Chicago Cubs MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-chicago-white-sox",
                "source_display": "Chicago White Sox MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-cincinnati-reds",
                "source_display": "Cincinnati Reds MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-cleveland-guardians",
                "source_display": "Cleveland Guardians MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-colorado-rockies",
                "source_display": "Colorado Rockies MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-detroit-tigers",
                "source_display": "Detroit Tigers MLB",
                "cohort": "mlb_team",
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              "stream_id": "ncaab-michigan",
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            {
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            {
              "stream_id": "ncaab-ohio-state",
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            },
            {
              "stream_id": "ncaab-ohio-state",
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            {
              "stream_id": "ncaab-ohio-state",
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            {
              "stream_id": "ncaab-ohio-state",
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            {
              "stream_id": "ncaab-ohio-state",
              "tag_id": "university-of-dayton-organization",
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            {
              "stream_id": "ncaab-ohio-state",
              "tag_id": "ert-organization",
              "story_count": 1,
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            },
            {
              "stream_id": "ncaab-ohio-state",
              "tag_id": "bill-moran-person",
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            {
              "stream_id": "ncaab-ohio-state",
              "tag_id": "ten-place",
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            {
              "stream_id": "ncaab-ohio-state",
              "tag_id": "ohio-state-buckeyes-men-s-basketball-organization",
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            {
              "stream_id": "ncaab-ohio-state",
              "tag_id": "healthcare-topic",
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            },
            {
              "stream_id": "ncaab-ohio-state",
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            {
              "stream_id": "ncaab-ohio-state",
              "tag_id": "mental-health-topic",
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            {
              "stream_id": "ncaab-virginia",
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            {
              "stream_id": "ncaab-virginia",
              "tag_id": "college-of-charleston-organization",
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              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "ert-organization",
              "story_count": 1,
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            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "vanderbilt-university-medical-center-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
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              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "link-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "the-citadel-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "virginia-cavaliers-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "ryan-odom-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "austin-elrod-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-virginia",
              "tag_id": "credit-one-stadium-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "jack-clark-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "clemson-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "chase-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "curt-hunter-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "chris-hunter-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "clemson-tigers-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "ian-schieffelin-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "viktor-lakhin-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "jestin-porter-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "nba-summer-league-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "university-of-missouri-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "sas-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "university-of-louisville-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "lauren-sorkin-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "missouri-tigers-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "maizy-agnello-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "ceylin-kuyan-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "lauren-cost-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "tyrah-ariail-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "ainoah-cruz-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "university-of-oklahoma-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "southeastern-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "oklahoma-sooners-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "santa-clara-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "new-orleans-pelicans-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "west-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "allen-ganz-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "rider-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "alex-graves-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "elijah-mahe-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "santa-clara-broncos-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "town-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "johnny-o-neil-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "allen-graves-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "nba-summer-league-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "athletics-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "gonzaga-bulldogs-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "volkar-center-for-athletic-achievement-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "infrastructure-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "real-madrid-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "dan-hartley-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "amara-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "uconn-huskies-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "uconn-huskies-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "egor-amosov-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "wake-forest-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "coliseum-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "wake-forest-demon-deacons-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "dallas-mavericks-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "yale-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "brooklyn-nets-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "philadelphia-76ers-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "utah-jazz-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "daniel-wolfe-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "nicole-townsend-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "yale-bulldogs-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "bez-mbeng-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "creighton-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "creighton-bluejays-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "cylie-halvorson-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "krista-wood-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "labor-employment-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Men's College Basketball: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Akron Zips Men's Basketball, Alabama Crimson Tide Men's Basketball, Arizona State Sun Devils Men's Basketball, and Arizona Wildcats Men's Basketball. Topics discussed: none available. Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Men's College Basketball.",
            "The loudest streams in the cohort are Akron Zips Men's Basketball, Alabama Crimson Tide Men's Basketball, Arizona State Sun Devils Men's Basketball, and Arizona Wildcats Men's Basketball.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
            "Velocity: 0.0 (+0 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Men's College Basketball.",
          "selected_streams": [
            {
              "source_name": "ncaab-akron",
              "source_display": "Akron Zips Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaab-alabama",
              "source_display": "Alabama Crimson Tide Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaab-arizona-state",
              "source_display": "Arizona State Sun Devils Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaab-arizona",
              "source_display": "Arizona Wildcats Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 0,
              "delta": 0,
              "pct_delta": null,
              "direction": "flat"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 0,
              "delta": 0,
              "pct_delta": null,
              "direction": "flat"
            },
            {
              "kind": "source_stream_claims",
              "label": "Yale Bulldogs Men's Basketball",
              "current": 0,
              "previous": 0,
              "delta": 0,
              "pct_delta": null,
              "direction": "flat"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": 0.0,
              "basis": "+0 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Men's College Basketball: 0 claims across 100 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 100 streams, 368 visible primitives, and 462 stream-primitive links. Loudest streams: Akron Zips Men's Basketball, Alabama Crimson Tide Men's Basketball, Arizona State Sun Devils Men's Basketball, and Arizona Wildcats Men's Basketball.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Men's College Basketball.",
              "Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
              "Velocity: 0.0 (+0 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 100,
            "visible_primitive_count": 368,
            "edge_count": 462,
            "streams": [
              {
                "source_name": "ncaab-akron",
                "source_display": "Akron Zips Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-alabama",
                "source_display": "Alabama Crimson Tide Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-arizona-state",
                "source_display": "Arizona State Sun Devils Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-arizona",
                "source_display": "Arizona Wildcats Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-arkansas",
                "source_display": "Arkansas Razorbacks Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-auburn",
                "source_display": "Auburn Tigers Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-byu",
                "source_display": "BYU Cougars Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-baylor",
                "source_display": "Baylor Bears Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-belmont",
                "source_display": "Belmont Bruins Men's Basketball",
                "cohort": "ncaab_team",
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              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-california",
              "tag_id": "sofia-bowes-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-california",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "university-of-notre-dame-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "university-of-iowa-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "big-ten-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "usc-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "a-taylor-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "iowa-hawkeyes-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "south-dakota-state-jackrabbits-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "mark-gronowski-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "taylor-mccabe-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-iowa",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "aliyah-boston-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "a-ja-wilson-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "wnba-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "ncaa-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "allisha-gray-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "south-carolina-gamecocks-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-south-carolina",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "university-of-british-columbia-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "texas-tech-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "big-12-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "langley-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "texas-tech-lady-raiders-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "krista-gerlich-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "ncaa-tournament-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-texas-tech",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "columbia-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "ivy-league-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "university-of-rhode-island-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "university-of-south-florida-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "etic-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "iss-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "atlantic-coast-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "rhode-island-rams-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "duke-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "university-of-north-carolina-at-chapel-hill-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "andy-dunn-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "cross-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "berg-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "university-of-nevada-las-vegas-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "nick-garritano-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "trever-berg-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "dl-mullen-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "unlv-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "mitch-singler-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "big-12-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "brandon-schneider-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "allen-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "kansas-jayhawks-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "kansas-jayhawks-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "cancun-challenge-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "nicaragua-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ati-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ole-miss-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ole-miss-rebels-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "yolett-mcphee-mccuin-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "big-12-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "uc-irvine-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "west-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "university-of-california-irvine-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "uc-irvine-anteaters-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "ncaa-tournament-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "mississippi-state-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "southeastern-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "mississippi-state-bulldogs-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Women's College Basketball: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Alabama Crimson Tide Women's Basketball, Arizona State Sun Devils Women's Basketball, Arkansas State Red Wolves Women's Basketball, and Auburn Tigers Women's Basketball. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -19 from 19 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Women's College Basketball.",
            "The loudest streams in the cohort are Alabama Crimson Tide Women's Basketball, Arizona State Sun Devils Women's Basketball, Arkansas State Red Wolves Women's Basketball, and Auburn Tigers Women's Basketball.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -19 from 19 to 0.",
            "Velocity: -13.3803 (-19 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Women's College Basketball.",
          "selected_streams": [
            {
              "source_name": "ncaaw-alabama",
              "source_display": "Alabama Crimson Tide Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaaw-arizona-state",
              "source_display": "Arizona State Sun Devils Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaaw-arkansas-state",
              "source_display": "Arkansas State Red Wolves Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaaw-auburn",
              "source_display": "Auburn Tigers Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 19,
              "delta": -19,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 2,
              "delta": -2,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Maryland Terrapins Women's Basketball",
              "current": 0,
              "previous": 10,
              "delta": -10,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "NCAA Women's Basketball",
              "current": 0,
              "previous": 19,
              "delta": -19,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -13.3803,
              "basis": "-19 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Women's College Basketball: 0 claims across 100 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 100 streams, 236 visible primitives, and 302 stream-primitive links. Loudest streams: Alabama Crimson Tide Women's Basketball, Arizona State Sun Devils Women's Basketball, Arkansas State Red Wolves Women's Basketball, and Auburn Tigers Women's Basketball.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Women's College Basketball.",
              "Versus the previous saved rebuild, claims changed by -19 from 19 to 0.",
              "Velocity: -13.3803 (-19 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 100,
            "visible_primitive_count": 236,
            "edge_count": 302,
            "streams": [
              {
                "source_name": "ncaaw-alabama",
                "source_display": "Alabama Crimson Tide Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-arizona-state",
                "source_display": "Arizona State Sun Devils Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-arkansas-state",
                "source_display": "Arkansas State Red Wolves Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-auburn",
                "source_display": "Auburn Tigers Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-byu",
                "source_display": "BYU Cougars Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-ball-state",
                "source_display": "Ball State Cardinals Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-baylor",
                "source_display": "Baylor Bears Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-california",
                "source_display": "California Golden Bears Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-clemson",
                "source_display": "Clemson Tigers Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-colorado",
                "source_display": "Colorado Buffaloes Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-colorado-state",
                "source_display": "Colorado State Rams Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-columbia",
                "source_display": "Columbia Lions Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-creighton",
                "source_display": "Creighton Bluejays Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-davidson",
                "source_display": "Davidson Wildcats Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-duke",
                "source_display": "Duke Blue Devils Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-fairfield",
                "source_display": "Fairfield Stags Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-florida",
                "source_display": "Florida Gators Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
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              "tag_id": "ofir-koren-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "nano-x-imaging",
              "tag_id": "artificial-intelligence-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "nano-x-imaging",
              "tag_id": "cardiology-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "nano-x-imaging",
              "tag_id": "radiology-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "nano-x-imaging",
              "tag_id": "medical-devices-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "nano-x-imaging",
              "tag_id": "clinical-trial-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "presight-ai",
              "tag_id": "republic-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "presight-ai",
              "tag_id": "g42-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "presight-ai",
              "tag_id": "nurlan-sauranbayev-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "presight-ai",
              "tag_id": "alem-ai-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "presight-ai",
              "tag_id": "artificial-intelligence-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "presight-ai",
              "tag_id": "geopolitics-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "presight-ai",
              "tag_id": "infrastructure-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "AI Companies: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Adobe, Airship AI, Allbirds, and Almawave. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -16 from 16 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, physical-sciences-mathematics, and society-law-government and topic pack Artificial Intelligence, Machine Learning, Software, Cloud Computing, Data Centers, Robotics, Autonomy, Healthcare, Cybersecurity, and Semiconductors; matched source cohorts: AI Companies.",
            "The loudest streams in the cohort are Adobe, Airship AI, Allbirds, and Almawave.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -16 from 16 to 0.",
            "Velocity: -11.2676 (-16 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, physical-sciences-mathematics, and society-law-government and topic pack Artificial Intelligence, Machine Learning, Software, Cloud Computing, Data Centers, Robotics, Autonomy, Healthcare, Cybersecurity, and Semiconductors; matched source cohorts: AI Companies.",
          "selected_streams": [
            {
              "source_name": "adobe",
              "source_display": "Adobe",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "airship-ai",
              "source_display": "Airship AI",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "allbirds",
              "source_display": "Allbirds",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "almawave",
              "source_display": "Almawave",
              "cohort": "ai_company",
              "cohort_label": "AI Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 16,
              "delta": -16,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 2,
              "delta": -2,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "NVIDIA",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Artificial Intelligence",
              "current": 0,
              "previous": 16,
              "delta": -16,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -11.2676,
              "basis": "-16 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "AI Companies: 0 claims across 66 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 66 streams, 246 visible primitives, and 331 stream-primitive links. Loudest streams: Adobe, Airship AI, Allbirds, and Almawave.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include AI Companies.",
              "Versus the previous saved rebuild, claims changed by -16 from 16 to 0.",
              "Velocity: -11.2676 (-16 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 66,
            "visible_primitive_count": 246,
            "edge_count": 331,
            "streams": [
              {
                "source_name": "adobe",
                "source_display": "Adobe",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "airship-ai",
                "source_display": "Airship AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "allbirds",
                "source_display": "Allbirds",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "almawave",
                "source_display": "Almawave",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "google",
                "source_display": "Alphabet",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "appen",
                "source_display": "Appen",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "apple",
                "source_display": "Apple",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arrive-ai",
                "source_display": "Arrive AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "aurora-innovation",
                "source_display": "Aurora Innovation",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "avant-technologies",
                "source_display": "Avant Technologies Inc.",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bigbear-ai",
                "source_display": "BigBear.ai",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bullfrog-ai",
                "source_display": "Bullfrog AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "c3-ai",
                "source_display": "C3 AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cambricon-technologies",
                "source_display": "Cambricon Technologies",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cerebras-systems",
                "source_display": "Cerebras Systems",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cerence",
                "source_display": "Cerence",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "coreweave",
                "source_display": "CoreWeave",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "duos-technologies",
                "source_display": "Duos Technologies Group",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "dynatrace",
                "source_display": "Dynatrace",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "fermi",
                "source_display": "Fermi",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "freight-technologies",
                "source_display": "Freight Technologies",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "gaxos-ai",
                "source_display": "Gaxos.ai",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "healwell-ai",
                "source_display": "HEALWELL AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ibm",
                "source_display": "IBM",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "innodata",
                "source_display": "Innodata",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "jet-ai",
                "source_display": "Jet.AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "knightscope",
                "source_display": "Knightscope",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lantern-pharma",
                "source_display": "Lantern Pharma",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lucas-gc",
                "source_display": "Lucas GC",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "meta",
                "source_display": "Meta Platforms",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "microsoft",
                "source_display": "Microsoft",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mindwalk-holdings",
                "source_display": "MindWalk Holdings",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mobileye",
                "source_display": "Mobileye",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nvidia",
                "source_display": "NVIDIA",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nano-x-imaging",
                "source_display": "Nano-X Imaging",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oddity-tech",
                "source_display": "ODDITY Tech",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "odysight-ai",
                "source_display": "Odysight.ai",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "one-stop-systems",
                "source_display": "One Stop Systems",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oracle",
                "source_display": "Oracle",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "orangekloud",
                "source_display": "OrangeKloud Technology",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "palantir",
                "source_display": "Palantir",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "palladyne-ai",
                "source_display": "Palladyne AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "pony-ai",
                "source_display": "Pony AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "presight-ai",
                "source_display": "Presight AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "presto",
                "source_display": "Presto",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "recursion-pharmaceuticals",
                "source_display": "Recursion Pharmaceuticals",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "simpple",
                "source_display": "SIMPPLE",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "space42",
                "source_display": "SPACE42",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "semilux-international",
                "source_display": "Semilux International",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "sensetime",
                "source_display": "SenseTime",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "sentinelone",
                "source_display": "SentinelOne",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "serve-robotics",
                "source_display": "Serve Robotics",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "soundhound-ai",
                "source_display": "SoundHound AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "stem",
                "source_display": "Stem",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "tempus-ai",
                "source_display": "Tempus AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "tesla",
                "source_display": "Tesla",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "uipath",
                "source_display": "UiPath",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "upstart",
                "source_display": "Upstart",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "verses-ai",
                "source_display": "VERSES AI",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "weride",
                "source_display": "WeRide",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "whitefiber",
                "source_display": "WhiteFiber",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "xiao-i",
                "source_display": "Xiao-I",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "zenvia",
                "source_display": "Zenvia",
                "cohort": "ai_company",
                "cohort_label": "AI Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, physical-sciences-mathematics, and society-law-government and topic pack Semiconductors, Artificial Intelligence, Advanced Packaging, Data Centers, Gpu, Supply Chain, Automotive, Electric Vehicles, Manufacturing Capacity, and Capital Expenditure; matched source cohorts: Semiconductor Companies.",
          "selected_streams": [
            {
              "source_name": "acm-research",
              "source_display": "ACM Research",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ase-technology",
              "source_display": "ASE Technology",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "asml",
              "source_display": "ASML",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "asmpt",
              "source_display": "ASMPT",
              "cohort": "semiconductor_company",
              "cohort_label": "Semiconductor Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 20,
              "delta": -20,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 3,
              "delta": -3,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "NVIDIA",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Artificial Intelligence",
              "current": 0,
              "previous": 16,
              "delta": -16,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -14.0845,
              "basis": "-20 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Semiconductor Industry: 0 claims across 83 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 83 streams, 214 visible primitives, and 355 stream-primitive links. Loudest streams: ACM Research, ASE Technology, ASML, and ASMPT.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Semiconductor Companies.",
              "Versus the previous saved rebuild, claims changed by -20 from 20 to 0.",
              "Velocity: -14.0845 (-20 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 83,
            "visible_primitive_count": 214,
            "edge_count": 355,
            "streams": [
              {
                "source_name": "acm-research",
                "source_display": "ACM Research",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ase-technology",
                "source_display": "ASE Technology",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "asml",
                "source_display": "ASML",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "asmpt",
                "source_display": "ASMPT",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ats",
                "source_display": "AT&S",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "axt",
                "source_display": "AXT",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "advanced-energy-industries",
                "source_display": "Advanced Energy Industries",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "amd",
                "source_display": "Advanced Micro Devices",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "advantest",
                "source_display": "Advantest",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "aixtron",
                "source_display": "Aixtron",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "alchip-technologies",
                "source_display": "Alchip Technologies",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "alpha-and-omega-semiconductor",
                "source_display": "Alpha and Omega Semiconductor",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "amkor-technology",
                "source_display": "Amkor Technology",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "analog-devices",
                "source_display": "Analog Devices",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "applied-materials",
                "source_display": "Applied Materials",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arm-holdings",
                "source_display": "Arm Holdings",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "astera-labs",
                "source_display": "Astera Labs",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "avnet",
                "source_display": "Avnet",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "axcelis-technologies",
                "source_display": "Axcelis Technologies",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "broadcom",
                "source_display": "Broadcom",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cadence-design-systems",
                "source_display": "Cadence Design Systems",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "camtek",
                "source_display": "Camtek",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cerebras-systems",
                "source_display": "Cerebras Systems",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "coherent",
                "source_display": "Coherent",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "diodes",
                "source_display": "Diodes Incorporated",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "entegris",
                "source_display": "Entegris",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "global-unichip",
                "source_display": "Global Unichip",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "globalfoundries",
                "source_display": "GlobalFoundries",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "globalwafers",
                "source_display": "GlobalWafers",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "himax-technologies",
                "source_display": "Himax Technologies",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ipg-photonics",
                "source_display": "IPG Photonics",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "impinj",
                "source_display": "Impinj",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "infineon-technologies",
                "source_display": "Infineon Technologies",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "innoscience",
                "source_display": "Innoscience Technology",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "intel",
                "source_display": "Intel",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kla",
                "source_display": "KLA",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kokusai-electric",
                "source_display": "Kokusai Electric",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kulicke-and-soffa",
                "source_display": "Kulicke and Soffa",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lam-research",
                "source_display": "Lam Research",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lattice-semiconductor",
                "source_display": "Lattice Semiconductor",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "leeno-industrial",
                "source_display": "Leeno Industrial",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lite-on-technology",
                "source_display": "Lite-On Technology",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "macom-technology-solutions",
                "source_display": "MACOM Technology Solutions",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "marvell",
                "source_display": "Marvell",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "maxlinear",
                "source_display": "MaxLinear",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mediatek",
                "source_display": "MediaTek",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "microchip-technology",
                "source_display": "Microchip Technology",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "micron-technology",
                "source_display": "Micron Technology",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "monolithic-power",
                "source_display": "Monolithic Power",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nvidia",
                "source_display": "NVIDIA",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nxp-semiconductors",
                "source_display": "NXP Semiconductors",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "navitas-semiconductor",
                "source_display": "Navitas Semiconductor",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nordic-semiconductor",
                "source_display": "Nordic Semiconductor",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nova",
                "source_display": "Nova",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "on-semiconductor",
                "source_display": "ON Semiconductor",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "onto-innovation",
                "source_display": "Onto Innovation",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "photronics",
                "source_display": "Photronics",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "power-integrations",
                "source_display": "Power Integrations",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "powerchip-semiconductor-manufacturing",
                "source_display": "Powerchip Semiconductor Manufacturing",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "qnity-electronics",
                "source_display": "Qnity Electronics",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "qorvo",
                "source_display": "Qorvo",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "qualcomm",
                "source_display": "Qualcomm",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "rambus",
                "source_display": "Rambus",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "renesas-electronics",
                "source_display": "Renesas Electronics",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "sk-hynix",
                "source_display": "SK Hynix",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "stmicroelectronics",
                "source_display": "STMicroelectronics",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "samsung-electronics",
                "source_display": "Samsung Electronics",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "semtech",
                "source_display": "Semtech",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "sitime",
                "source_display": "SiTime",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "silicon-laboratories",
                "source_display": "Silicon Laboratories",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "skyworks",
                "source_display": "Skyworks",
                "cohort": "semiconductor_company",
                "cohort_label": "Semiconductor Companies",
                "claim_count": 0,
                "manifest_count": 0,
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              "stream_id": "ramp",
              "tag_id": "herm-s-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "ver-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "cofounder-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "zack-fields-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "artificial-intelligence-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "chatgpt-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "claude-code-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "tool-use-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "ai-agents-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ramp",
              "tag_id": "code-agents-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "echelon-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "u-s-navy-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "u-s-air-force-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "u-s-marine-corps-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "u-s-coast-guard-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "ava-van-scoy-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "artificial-intelligence-topic",
              "story_count": 1,
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            },
            {
              "stream_id": "shield-ai",
              "tag_id": "defense-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "shield-ai",
              "tag_id": "robotics-topic",
              "story_count": 1,
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            },
            {
              "stream_id": "stoke-space",
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            {
              "stream_id": "stoke-space",
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Private Companies: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: 6sense, Abridge, Acorns, and Addepar. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -30 from 30 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, society-law-government, life-environment, physical-sciences-mathematics, arts-culture-entertainment, and everyday-life-practical-knowledge and topic pack Artificial Intelligence, Cloud Computing, Cybersecurity, Robotics, Autonomy, Healthcare, Fintech, Consumer Spending, Supply Chain, Semiconductors, Space, Defense, Energy Transition, Data Centers, Venture Capital Markets, and Ipo Market; matched source cohorts: Private Companies.",
            "The loudest streams in the cohort are 6sense, Abridge, Acorns, and Addepar.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -30 from 30 to 0.",
            "Velocity: -21.1268 (-30 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, economics-business-work, health-medicine, society-law-government, life-environment, physical-sciences-mathematics, arts-culture-entertainment, and everyday-life-practical-knowledge and topic pack Artificial Intelligence, Cloud Computing, Cybersecurity, Robotics, Autonomy, Healthcare, Fintech, Consumer Spending, Supply Chain, Semiconductors, Space, Defense, Energy Transition, Data Centers, Venture Capital Markets, and Ipo Market; matched source cohorts: Private Companies.",
          "selected_streams": [
            {
              "source_name": "6sense",
              "source_display": "6sense",
              "cohort": "private_company",
              "cohort_label": "Private Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "abridge",
              "source_display": "Abridge",
              "cohort": "private_company",
              "cohort_label": "Private Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "acorns",
              "source_display": "Acorns",
              "cohort": "private_company",
              "cohort_label": "Private Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "addepar",
              "source_display": "Addepar",
              "cohort": "private_company",
              "cohort_label": "Private Companies",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 30,
              "delta": -30,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 3,
              "delta": -3,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "BigID",
              "current": 0,
              "previous": 15,
              "delta": -15,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Cybersecurity",
              "current": 0,
              "previous": 22,
              "delta": -22,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -21.1268,
              "basis": "-30 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Private Companies: 0 claims across 100 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 100 streams, 261 visible primitives, and 384 stream-primitive links. Loudest streams: 6sense, Abridge, Acorns, and Addepar.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Private Companies.",
              "Versus the previous saved rebuild, claims changed by -30 from 30 to 0.",
              "Velocity: -21.1268 (-30 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 100,
            "visible_primitive_count": 261,
            "edge_count": 384,
            "streams": [
              {
                "source_name": "6sense",
                "source_display": "6sense",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "abridge",
                "source_display": "Abridge",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "acorns",
                "source_display": "Acorns",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "addepar",
                "source_display": "Addepar",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "agility-robotics",
                "source_display": "Agility Robotics",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "airtable",
                "source_display": "Airtable",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "anduril-industries",
                "source_display": "Anduril Industries",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "anthropic",
                "source_display": "Anthropic",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "apollo-io",
                "source_display": "Apollo.io",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arctic-wolf",
                "source_display": "Arctic Wolf",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "attentive",
                "source_display": "Attentive",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "automation-anywhere",
                "source_display": "Automation Anywhere",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "avathon",
                "source_display": "Avathon",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "aviatrix",
                "source_display": "Aviatrix",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bigid",
                "source_display": "BigID",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bloomreach",
                "source_display": "Bloomreach",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "brex",
                "source_display": "Brex",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "chainalysis",
                "source_display": "Chainalysis",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cityblock-health",
                "source_display": "Cityblock Health",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cohesity",
                "source_display": "Cohesity",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "collective-health",
                "source_display": "Collective Health",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "consensys",
                "source_display": "Consensys",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cresta",
                "source_display": "Cresta",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cribl",
                "source_display": "Cribl",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "crusoe-energy-systems",
                "source_display": "Crusoe Energy Systems",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "datarobot",
                "source_display": "DataRobot",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "databricks",
                "source_display": "Databricks",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "dataminr",
                "source_display": "Dataminr",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "discord",
                "source_display": "Discord",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "divergent-3d",
                "source_display": "Divergent 3D",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "dragos",
                "source_display": "Dragos",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "eight-sleep",
                "source_display": "Eight Sleep",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "energyx",
                "source_display": "EnergyX",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "epic-games",
                "source_display": "Epic Games",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "epirus",
                "source_display": "Epirus",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "fanatics",
                "source_display": "Fanatics",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "flexport",
                "source_display": "Flexport",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "floqast",
                "source_display": "FloQast",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "gecko-robotics",
                "source_display": "Gecko Robotics",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "glean",
                "source_display": "Glean",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "greenlight",
                "source_display": "Greenlight",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "h2o-ai",
                "source_display": "H2O.ai",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "harness",
                "source_display": "Harness",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "impossible-foods",
                "source_display": "Impossible Foods",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "innovaccer",
                "source_display": "Innovaccer",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "instabase",
                "source_display": "Instabase",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "intercom",
                "source_display": "Intercom",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kalshi",
                "source_display": "Kalshi",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kore-ai",
                "source_display": "Kore.ai",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kraken",
                "source_display": "Kraken",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lambda",
                "source_display": "Lambda",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "leolabs",
                "source_display": "LeoLabs",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lightmatter",
                "source_display": "Lightmatter",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "liquid-death",
                "source_display": "Liquid Death",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "loft-orbital",
                "source_display": "Loft Orbital",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mercury-banking",
                "source_display": "Mercury",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "motive",
                "source_display": "Motive",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "neo4j",
                "source_display": "Neo4j",
                "cohort": "private_company",
                "cohort_label": "Private Companies",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
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          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work and topic pack Economic Outlook, Equity Markets, Inflation, Interest Rates, Monetary Policy, Financial Regulation, and GDP Growth; matched source cohorts: Bank Research.",
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            "Topics being discussed include no ranked topics available.",
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              "delta": -19,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Westpac",
              "current": 0,
              "previous": 63,
              "delta": -63,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Interest Rates",
              "current": 0,
              "previous": 148,
              "delta": -148,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -150.0,
              "basis": "-213 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Bank Research: 0 claims across 45 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 45 streams, 708 visible primitives, and 1,338 stream-primitive links. Loudest streams: ABN AMRO, ANZ, BBVA, and BMO.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Bank Research.",
              "Versus the previous saved rebuild, claims changed by -213 from 213 to 0.",
              "Velocity: -150.0 (-213 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 45,
            "visible_primitive_count": 708,
            "edge_count": 1338,
            "streams": [
              {
                "source_name": "abn-amro",
                "source_display": "ABN AMRO",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "anz",
                "source_display": "ANZ",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bbva",
                "source_display": "BBVA",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bmo",
                "source_display": "BMO",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bnp-paribas",
                "source_display": "BNP Paribas",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bny",
                "source_display": "BNY",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bny-mellon",
                "source_display": "BNY Mellon Investment Management",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-america",
                "source_display": "Bank of America",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-china",
                "source_display": "Bank of China",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "barclays",
                "source_display": "Barclays",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "citi",
                "source_display": "Citi",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "dbs",
                "source_display": "DBS",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "emirates-nbd",
                "source_display": "Emirates NBD",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "erste-group",
                "source_display": "Erste Group",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "goldman-sachs",
                "source_display": "Goldman Sachs",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hsbc",
                "source_display": "HSBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "icici-bank",
                "source_display": "ICICI Bank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ing",
                "source_display": "ING",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ing-think-fx",
                "source_display": "Ing Think Fx",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ing-think-rates",
                "source_display": "Ing Think Rates",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "jpmorgan",
                "source_display": "JPMorgan Chase",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kbc",
                "source_display": "KBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mufg",
                "source_display": "MUFG",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "macquarie",
                "source_display": "Macquarie",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mizuho",
                "source_display": "Mizuho",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "morgan-stanley",
                "source_display": "Morgan Stanley",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "natwest",
                "source_display": "NatWest",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nab",
                "source_display": "National Australia Bank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nomura",
                "source_display": "Nomura",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nordea",
                "source_display": "Nordea",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "northern-trust",
                "source_display": "Northern Trust",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ocbc",
                "source_display": "OCBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "pnc-financial",
                "source_display": "PNC Financial Services",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "rbc",
                "source_display": "RBC",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "rabobank",
                "source_display": "Rabobank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "raymond-james",
                "source_display": "Raymond James",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "sbi-capital-markets",
                "source_display": "SBI Capital Markets",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "santander-cib",
                "source_display": "Santander CIB",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "scotiabank",
                "source_display": "Scotiabank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "standard-chartered",
                "source_display": "Standard Chartered",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "state-street",
                "source_display": "State Street",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "td-bank",
                "source_display": "TD Bank",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ubs",
                "source_display": "UBS",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "wells-fargo",
                "source_display": "Wells Fargo",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "westpac",
                "source_display": "Westpac",
                "cohort": "bank_research",
                "cohort_label": "Bank Research",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              }
            ],
            "topics_discussed": [],
            "changes": [
              {
                "kind": "lens_claims",
                "label": "Claims",
                "current": 0,
                "previous": 213,
                "delta": -213,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "lens_manifests",
                "label": "Manifests",
                "current": 0,
                "previous": 19,
                "delta": -19,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "source_stream_claims",
                "label": "Westpac",
                "current": 0,
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                "delta": -63,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "topic_claims",
                "label": "Interest Rates",
                "current": 0,
                "previous": 148,
                "delta": -148,
                "pct_delta": -100.0,
                "direction": "down"
              }
            ],
            "velocity": [
              {
                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
                "value": 0.0,
                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
                "label": "Claim delta per hour",
                "value": -150.0,
                "basis": "-213 claims over 1.42 hours between current and previous rebuilds"
              }
            ]
          }
        },
        "render_data": {
          "metrics": {
            "claims": 0,
            "stories": 0,
            "manifests": 0,
            "streams": 45,
            "synorb_streams": 45,
            "sources": 45,
            "live_sources": 0,
            "source_channels": 188,
            "organizations": 0
          },
          "claims_by_day": [
            {
              "day": "2026-07-11",
              "claims": 0
            }
          ],
          "selected_streams": [
            {
              "source_name": "abn-amro",
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            },
            {
              "source_name": "anz",
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            },
            {
              "source_name": "bbva",
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            },
            {
              "source_name": "bmo",
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              "cohort_label": "Bank Research",
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              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "source_cohorts": [
            {
              "key": "bank_research",
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              "story_count": 0,
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            }
          ],
          "changes": [
            {
              "kind": "lens_claims",
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              "pct_delta": -100.0,
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            },
            {
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              "pct_delta": -100.0,
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            },
            {
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            },
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            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -150.0,
              "basis": "-213 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "charts": [
            {
              "id": "claims_by_day",
              "type": "line",
              "title": "Claims by day",
              "x": "day",
              "y": "claims",
              "data": [
                {
                  "day": "2026-07-11",
                  "claims": 0
                }
              ]
            },
            {
              "id": "selected_streams",
              "type": "bar",
              "title": "Selected streams by claims",
              "x": "source_display",
              "y": "claim_count",
              "data": [
                {
                  "source_name": "abn-amro",
                  "source_display": "ABN AMRO",
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                  "cohort_label": "Bank Research",
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                  "manifest_count": 0,
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                },
                {
                  "source_name": "anz",
                  "source_display": "ANZ",
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                  "cohort_label": "Bank Research",
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                  "manifest_count": 0,
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                },
                {
                  "source_name": "bbva",
                  "source_display": "BBVA",
                  "cohort": "bank_research",
                  "cohort_label": "Bank Research",
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                  "manifest_count": 0,
                  "share_of_claims": 0.0
                },
                {
                  "source_name": "bmo",
                  "source_display": "BMO",
                  "cohort": "bank_research",
                  "cohort_label": "Bank Research",
                  "claim_count": 0,
                  "manifest_count": 0,
                  "share_of_claims": 0.0
                }
              ]
            },
            {
              "id": "topics_discussed",
              "type": "bar",
              "title": "Topics discussed by claims",
              "x": "name",
              "y": "claim_count",
              "data": []
            },
            {
              "id": "source_cohorts",
              "type": "bar",
              "title": "Source cohorts by claims",
              "x": "label",
              "y": "claim_count",
              "data": [
                {
                  "key": "bank_research",
                  "label": "Bank Research",
                  "claim_count": 0,
                  "story_count": 0,
                  "source_count": 45,
                  "manifest_count": 0
                }
              ]
            }
          ],
          "tables": [
            {
              "id": "selected_streams",
              "title": "Selected streams",
              "rows": [
                {
                  "source_name": "abn-amro",
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                },
                {
                  "source_name": "anz",
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                  "cohort_label": "Bank Research",
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                },
                {
                  "source_name": "bbva",
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                  "cohort_label": "Bank Research",
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                },
                {
                  "source_name": "bmo",
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                }
              ]
            },
            {
              "id": "topics_discussed",
              "title": "Topics discussed",
              "rows": []
            },
            {
              "id": "changes",
              "title": "Changes from previous rebuild",
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                },
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                },
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                },
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                  "kind": "topic_claims",
                  "label": "Interest Rates",
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                  "pct_delta": -100.0,
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                }
              ]
            },
            {
              "id": "velocity",
              "title": "Velocity",
              "rows": [
                {
                  "kind": "current_window_claims_per_observed_day",
                  "label": "Claims per observed day",
                  "value": 0.0,
                  "basis": "0 claims across 1 observed day buckets in the current snapshot"
                },
                {
                  "kind": "claim_delta_per_hour_since_previous_rebuild",
                  "label": "Claim delta per hour",
                  "value": -150.0,
                  "basis": "-213 claims over 1.42 hours between current and previous rebuilds"
                }
              ]
            }
          ],
          "graphs": [
            {
              "id": "org_topic_graph",
              "type": "bipartite",
              "title": "Bank Research Streams",
              "data": {
                "stream_label": "Bank Research Streams",
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          "paragraphs": [
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            "Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "national-center-for-education-statistics-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-oman",
              "tag_id": "gdp-growth-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-reserve-bank-of-el-salvador",
              "tag_id": "central-bank-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-reserve-bank-of-el-salvador",
              "tag_id": "gdp-growth-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-reserve-bank-of-el-salvador",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "dust-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "newspaper-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "credit-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "state-bank-of-vietnam",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "central-bank-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "inflation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "bank-of-mongolia",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-costa-rica",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "central-bank-of-costa-rica",
              "tag_id": "real-estate-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "qatar-central-bank",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "qatar-central-bank",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Central Banks: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Banca d'Italia, Banco Central de Chile, Banco Central de Reserva del Peru, and Banco Central de la Republica Dominicana. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -220 from 220 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work and topic pack Inflation, GDP Growth, Economic Outlook, Monetary Policy, Interest Rates, and Productivity; matched source cohorts: Central Banks.",
            "The loudest streams in the cohort are Banca d'Italia, Banco Central de Chile, Banco Central de Reserva del Peru, and Banco Central de la Republica Dominicana.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -220 from 220 to 0.",
            "Velocity: -154.9296 (-220 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work and topic pack Inflation, GDP Growth, Economic Outlook, Monetary Policy, Interest Rates, and Productivity; matched source cohorts: Central Banks.",
          "selected_streams": [
            {
              "source_name": "banca-ditalia",
              "source_display": "Banca d'Italia",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "banco-central-de-chile",
              "source_display": "Banco Central de Chile",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "banco-central-de-reserva-del-peru",
              "source_display": "Banco Central de Reserva del Peru",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "banco-central-de-la-republica-dominicana",
              "source_display": "Banco Central de la Republica Dominicana",
              "cohort": "central_bank",
              "cohort_label": "Central Banks",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 220,
              "delta": -220,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 23,
              "delta": -23,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Bank of Japan",
              "current": 0,
              "previous": 83,
              "delta": -83,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Monetary Policy",
              "current": 0,
              "previous": 220,
              "delta": -220,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -154.9296,
              "basis": "-220 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Central Banks: 0 claims across 136 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 136 streams, 357 visible primitives, and 747 stream-primitive links. Loudest streams: Banca d'Italia, Banco Central de Chile, Banco Central de Reserva del Peru, and Banco Central de la Republica Dominicana.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Central Banks.",
              "Versus the previous saved rebuild, claims changed by -220 from 220 to 0.",
              "Velocity: -154.9296 (-220 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 136,
            "visible_primitive_count": 357,
            "edge_count": 747,
            "streams": [
              {
                "source_name": "banca-ditalia",
                "source_display": "Banca d'Italia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-de-chile",
                "source_display": "Banco Central de Chile",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-de-reserva-del-peru",
                "source_display": "Banco Central de Reserva del Peru",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-de-la-republica-dominicana",
                "source_display": "Banco Central de la Republica Dominicana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-central-do-brasil",
                "source_display": "Banco Central do Brasil",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-espana",
                "source_display": "Banco de Espana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-mexico",
                "source_display": "Banco de Mexico",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-portugal",
                "source_display": "Banco de Portugal",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banco-de-la-republica-colombia",
                "source_display": "Banco de la Republica Colombia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bangko-sentral-ng-pilipinas",
                "source_display": "Bangko Sentral ng Pilipinas",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bangladesh-bank",
                "source_display": "Bangladesh Bank",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-al-maghrib",
                "source_display": "Bank Al-Maghrib",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-indonesia",
                "source_display": "Bank Indonesia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-negara-malaysia",
                "source_display": "Bank Negara Malaysia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-albania",
                "source_display": "Bank of Albania",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-algeria",
                "source_display": "Bank of Algeria",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-botswana",
                "source_display": "Bank of Botswana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-canada",
                "source_display": "Bank of Canada",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-england",
                "source_display": "Bank of England",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-estonia",
                "source_display": "Bank of Estonia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-finland",
                "source_display": "Bank of Finland",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-ghana",
                "source_display": "Bank of Ghana",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-greece",
                "source_display": "Bank of Greece",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-guatemala",
                "source_display": "Bank of Guatemala",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-israel",
                "source_display": "Bank of Israel",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-japan",
                "source_display": "Bank of Japan",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-korea",
                "source_display": "Bank of Korea",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-latvia",
                "source_display": "Bank of Latvia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-lithuania",
                "source_display": "Bank of Lithuania",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-mauritius",
                "source_display": "Bank of Mauritius",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-mongolia",
                "source_display": "Bank of Mongolia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-mozambique",
                "source_display": "Bank of Mozambique",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-namibia",
                "source_display": "Bank of Namibia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-papua-new-guinea",
                "source_display": "Bank of Papua New Guinea",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-russia",
                "source_display": "Bank of Russia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-slovenia",
                "source_display": "Bank of Slovenia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-tanzania",
                "source_display": "Bank of Tanzania",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-thailand",
                "source_display": "Bank of Thailand",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-uganda",
                "source_display": "Bank of Uganda",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bank-of-zambia",
                "source_display": "Bank of Zambia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "banque-de-france",
                "source_display": "Banque de France",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bulgarian-national-bank",
                "source_display": "Bulgarian National Bank",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-argentina",
                "source_display": "Central Bank of Argentina",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-armenia",
                "source_display": "Central Bank of Armenia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-azerbaijan",
                "source_display": "Central Bank of Azerbaijan",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-bahrain",
                "source_display": "Central Bank of Bahrain",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-barbados",
                "source_display": "Central Bank of Barbados",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-belize",
                "source_display": "Central Bank of Belize",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-bolivia",
                "source_display": "Central Bank of Bolivia",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-bosnia-and-herzegovina",
                "source_display": "Central Bank of Bosnia and Herzegovina",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-costa-rica",
                "source_display": "Central Bank of Costa Rica",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-cyprus",
                "source_display": "Central Bank of Cyprus",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-egypt",
                "source_display": "Central Bank of Egypt",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "central-bank-of-iceland",
                "source_display": "Central Bank of Iceland",
                "cohort": "central_bank",
                "cohort_label": "Central Banks",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "energy-transition-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "gdp-growth-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "geopolitics-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "inflation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "interest-rates-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "labor-market-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "oil-prices-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "payrolls-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "trade-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "treasury-yields-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "yield-curve-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "sora-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "oregon-legislature",
              "tag_id": "brent-crude-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "State Legislatures: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Alabama Legislature, Alaska Legislature, Arizona Legislature, and Arkansas Legislature. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -13 from 13 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Legislatures.",
            "The loudest streams in the cohort are Alabama Legislature, Alaska Legislature, Arizona Legislature, and Arkansas Legislature.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -13 from 13 to 0.",
            "Velocity: -9.1549 (-13 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Legislatures.",
          "selected_streams": [
            {
              "source_name": "alabama-legislature",
              "source_display": "Alabama Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "alaska-legislature",
              "source_display": "Alaska Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arizona-legislature",
              "source_display": "Arizona Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arkansas-legislature",
              "source_display": "Arkansas Legislature",
              "cohort": "state_legislature",
              "cohort_label": "State Legislatures",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 13,
              "delta": -13,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 1,
              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Oregon Legislature",
              "current": 0,
              "previous": 13,
              "delta": -13,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Yield Curve",
              "current": 0,
              "previous": 13,
              "delta": -13,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -9.1549,
              "basis": "-13 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "State Legislatures: 0 claims across 50 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 50 streams, 190 visible primitives, and 310 stream-primitive links. Loudest streams: Alabama Legislature, Alaska Legislature, Arizona Legislature, and Arkansas Legislature.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include State Legislatures.",
              "Versus the previous saved rebuild, claims changed by -13 from 13 to 0.",
              "Velocity: -9.1549 (-13 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 50,
            "visible_primitive_count": 190,
            "edge_count": 310,
            "streams": [
              {
                "source_name": "alabama-legislature",
                "source_display": "Alabama Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "alaska-legislature",
                "source_display": "Alaska Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arizona-legislature",
                "source_display": "Arizona Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arkansas-legislature",
                "source_display": "Arkansas Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "california-legislature",
                "source_display": "California Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "colorado-legislature",
                "source_display": "Colorado Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "connecticut-legislature",
                "source_display": "Connecticut Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "delaware-legislature",
                "source_display": "Delaware Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "florida-legislature",
                "source_display": "Florida Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "georgia-legislature",
                "source_display": "Georgia Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hawaii-legislature",
                "source_display": "Hawaii Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "idaho-legislature",
                "source_display": "Idaho Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "illinois-legislature",
                "source_display": "Illinois Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "indiana-legislature",
                "source_display": "Indiana Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "iowa-legislature",
                "source_display": "Iowa Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kansas-legislature",
                "source_display": "Kansas Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kentucky-legislature",
                "source_display": "Kentucky Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "louisiana-legislature",
                "source_display": "Louisiana Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "maine-legislature",
                "source_display": "Maine Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "maryland-legislature",
                "source_display": "Maryland Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "massachusetts-legislature",
                "source_display": "Massachusetts Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "michigan-legislature",
                "source_display": "Michigan Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "minnesota-legislature",
                "source_display": "Minnesota Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mississippi-legislature",
                "source_display": "Mississippi Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "missouri-legislature",
                "source_display": "Missouri Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "montana-legislature",
                "source_display": "Montana Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nebraska-legislature",
                "source_display": "Nebraska Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nevada-legislature",
                "source_display": "Nevada Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-hampshire-legislature",
                "source_display": "New Hampshire Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-jersey-legislature",
                "source_display": "New Jersey Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-mexico-legislature",
                "source_display": "New Mexico Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-york-legislature",
                "source_display": "New York Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "north-carolina-legislature",
                "source_display": "North Carolina Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "north-dakota-legislature",
                "source_display": "North Dakota Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ohio-legislature",
                "source_display": "Ohio Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oklahoma-legislature",
                "source_display": "Oklahoma Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oregon-legislature",
                "source_display": "Oregon Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "pennsylvania-legislature",
                "source_display": "Pennsylvania Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "rhode-island-legislature",
                "source_display": "Rhode Island Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "south-carolina-legislature",
                "source_display": "South Carolina Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "south-dakota-legislature",
                "source_display": "South Dakota Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "tennessee-legislature",
                "source_display": "Tennessee Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "texas-legislature",
                "source_display": "Texas Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "utah-legislature",
                "source_display": "Utah Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "vermont-legislature",
                "source_display": "Vermont Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "virginia-legislature",
                "source_display": "Virginia Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "washington-legislature",
                "source_display": "Washington Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "west-virginia-legislature",
                "source_display": "West Virginia Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "wisconsin-legislature",
                "source_display": "Wisconsin Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "wyoming-legislature",
                "source_display": "Wyoming Legislature",
                "cohort": "state_legislature",
                "cohort_label": "State Legislatures",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              }
            ],
            "topics_discussed": [],
            "changes": [
              {
                "kind": "lens_claims",
                "label": "Claims",
                "current": 0,
                "previous": 13,
                "delta": -13,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "lens_manifests",
                "label": "Manifests",
                "current": 0,
                "previous": 1,
                "delta": -1,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "source_stream_claims",
                "label": "Oregon Legislature",
                "current": 0,
                "previous": 13,
                "delta": -13,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "topic_claims",
                "label": "Yield Curve",
                "current": 0,
                "previous": 13,
                "delta": -13,
                "pct_delta": -100.0,
                "direction": "down"
              }
            ],
            "velocity": [
              {
                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
                "value": 0.0,
                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
                "label": "Claim delta per hour",
                "value": -9.1549,
                "basis": "-13 claims over 1.42 hours between current and previous rebuilds"
              }
            ]
          }
        },
        "render_data": {
          "metrics": {
            "claims": 0,
            "stories": 0,
            "manifests": 0,
            "streams": 50,
            "synorb_streams": 50,
            "sources": 50,
            "live_sources": 0,
            "source_channels": 45,
            "organizations": 0
          },
          "claims_by_day": [
            {
              "day": "2026-07-11",
              "claims": 0
            }
          ],
          "selected_streams": [
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "donald-trump-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "mark-gordon-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "melania-trump-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "wyoming-department-of-family-services-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "wyoming-governor-newsroom-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "korin-schmidt-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "financial-regulation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "fiscal-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "tax-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "benefits-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "wyoming-state-executive",
              "tag_id": "health-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "arizona-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "katie-hobbs-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "arizona-governor-rss-feed-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "financial-regulation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arizona-state-executive",
              "tag_id": "administrative-law-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "florida-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ron-desantis-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "hillsborough-county-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "leon-county-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "casey-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ffa-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "miami-dade-county-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ati-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "portal-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "casey-santos-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "epa-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "ion-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "florida-governor-newsroom-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "shevaun-harris-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "michelle-branham-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "madison-desantis-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "mental-health-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "public-health-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "health-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "florida-state-executive",
              "tag_id": "health-systems-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "sarah-huckabee-sanders-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "gam-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "anne-marie-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "robert-finley-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "arkansas-governor-rss-feed-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "steve-kueter-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "agriculture-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "arkansas-state-executive",
              "tag_id": "environmental-law-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "north-dakota-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "federal-emergency-management-agency-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "kelly-armstrong-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "ver-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "north-dakota-governor-rss-feed-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "fiscal-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "infrastructure-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "north-dakota-state-executive",
              "tag_id": "earth-science-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "State Executives: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Alabama State Executive, Alaska State Executive, Arizona State Executive, and Arkansas State Executive. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -75 from 75 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Executives.",
            "The loudest streams in the cohort are Alabama State Executive, Alaska State Executive, Arizona State Executive, and Arkansas State Executive.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -75 from 75 to 0.",
            "Velocity: -52.8169 (-75 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: society-law-government, economics-business-work, health-medicine, and life-environment and topic pack Health Policy, Public Health, Energy Transition, Education, Housing, Labor Employment, Tax, Transportation, Budget, and Economic Outlook; matched source cohorts: State Executives.",
          "selected_streams": [
            {
              "source_name": "alabama-state-executive",
              "source_display": "Alabama State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "alaska-state-executive",
              "source_display": "Alaska State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arizona-state-executive",
              "source_display": "Arizona State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "arkansas-state-executive",
              "source_display": "Arkansas State Executive",
              "cohort": "state_executive",
              "cohort_label": "State Executives",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 75,
              "delta": -75,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 11,
              "delta": -11,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "California State Executive",
              "current": 0,
              "previous": 22,
              "delta": -22,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Infrastructure Spending",
              "current": 0,
              "previous": 31,
              "delta": -31,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -52.8169,
              "basis": "-75 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "State Executives: 0 claims across 48 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 48 streams, 748 visible primitives, and 1,124 stream-primitive links. Loudest streams: Alabama State Executive, Alaska State Executive, Arizona State Executive, and Arkansas State Executive.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include State Executives.",
              "Versus the previous saved rebuild, claims changed by -75 from 75 to 0.",
              "Velocity: -52.8169 (-75 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 48,
            "visible_primitive_count": 748,
            "edge_count": 1124,
            "streams": [
              {
                "source_name": "alabama-state-executive",
                "source_display": "Alabama State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "alaska-state-executive",
                "source_display": "Alaska State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arizona-state-executive",
                "source_display": "Arizona State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "arkansas-state-executive",
                "source_display": "Arkansas State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "california-state-executive",
                "source_display": "California State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "colorado-state-executive",
                "source_display": "Colorado State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "connecticut-state-executive",
                "source_display": "Connecticut State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "delaware-state-executive",
                "source_display": "Delaware State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "florida-state-executive",
                "source_display": "Florida State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "georgia-state-executive",
                "source_display": "Georgia State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hawaii-state-executive",
                "source_display": "Hawaii State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "idaho-state-executive",
                "source_display": "Idaho State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "illinois-state-executive",
                "source_display": "Illinois State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "indiana-state-executive",
                "source_display": "Indiana State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "iowa-state-executive",
                "source_display": "Iowa State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kansas-state-executive",
                "source_display": "Kansas State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kentucky-state-executive",
                "source_display": "Kentucky State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "louisiana-state-executive",
                "source_display": "Louisiana State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "maine-state-executive",
                "source_display": "Maine State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "maryland-state-executive",
                "source_display": "Maryland State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "massachusetts-state-executive",
                "source_display": "Massachusetts State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "michigan-state-executive",
                "source_display": "Michigan State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mississippi-state-executive",
                "source_display": "Mississippi State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "missouri-state-executive",
                "source_display": "Missouri State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "montana-state-executive",
                "source_display": "Montana State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nebraska-state-executive",
                "source_display": "Nebraska State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nevada-state-executive",
                "source_display": "Nevada State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-hampshire-state-executive",
                "source_display": "New Hampshire State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-jersey-state-executive",
                "source_display": "New Jersey State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-mexico-state-executive",
                "source_display": "New Mexico State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-york-state-executive",
                "source_display": "New York State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "north-carolina-state-executive",
                "source_display": "North Carolina State Executive",
                "cohort": "state_executive",
                "cohort_label": "State Executives",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Adams Street Partners, Advent International, American Securities, and Apollo Global Management. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -8 from 8 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work, and engineering-technology and topic pack Private Equity, Private Credit, Mergers Acquisitions, Credit Markets, Equity Markets, Artificial Intelligence, and Infrastructure Spending; matched source cohorts: Private Equity.",
            "The loudest streams in the cohort are Adams Street Partners, Advent International, American Securities, and Apollo Global Management.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -8 from 8 to 0.",
            "Velocity: -5.6338 (-8 claims over 1.42 hours between current and previous rebuilds)."
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          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: economics-business-work, and engineering-technology and topic pack Private Equity, Private Credit, Mergers Acquisitions, Credit Markets, Equity Markets, Artificial Intelligence, and Infrastructure Spending; matched source cohorts: Private Equity.",
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              "source_display": "Adams Street Partners",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "advent-international",
              "source_display": "Advent International",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "american-securities",
              "source_display": "American Securities",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "apollo-global",
              "source_display": "Apollo Global Management",
              "cohort": "private_equity",
              "cohort_label": "Private Equity",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 1,
              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Warburg Pincus",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Private Equity Markets",
              "current": 0,
              "previous": 8,
              "delta": -8,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -5.6338,
              "basis": "-8 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Private Equity: 0 claims across 33 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 33 streams, 162 visible primitives, and 214 stream-primitive links. Loudest streams: Adams Street Partners, Advent International, American Securities, and Apollo Global Management.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Private Equity.",
              "Versus the previous saved rebuild, claims changed by -8 from 8 to 0.",
              "Velocity: -5.6338 (-8 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 33,
            "visible_primitive_count": 162,
            "edge_count": 214,
            "streams": [
              {
                "source_name": "adams-street-partners",
                "source_display": "Adams Street Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "advent-international",
                "source_display": "Advent International",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "american-securities",
                "source_display": "American Securities",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "apollo-global",
                "source_display": "Apollo Global Management",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ardian",
                "source_display": "Ardian",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bc-partners",
                "source_display": "BC Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bain-capital",
                "source_display": "Bain Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "blackstone",
                "source_display": "Blackstone",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "cvc-capital",
                "source_display": "CVC Capital Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "carlyle",
                "source_display": "Carlyle Group",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "charlesbank-capital",
                "source_display": "Charlesbank Capital Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "clearlake-capital",
                "source_display": "Clearlake Capital Group",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "eqt",
                "source_display": "EQT Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "gi-partners",
                "source_display": "GI Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "general-atlantic",
                "source_display": "General Atlantic",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "hig-capital",
                "source_display": "H.I.G. Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kps-capital-partners",
                "source_display": "KPS Capital Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "lexington-partners",
                "source_display": "Lexington Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "new-mountain-capital",
                "source_display": "New Mountain Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nordic-capital",
                "source_display": "Nordic Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "permira",
                "source_display": "Permira",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "platinum-equity",
                "source_display": "Platinum Equity",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "silver-lake",
                "source_display": "Silver Lake",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "siris-capital",
                "source_display": "Siris Capital",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "stepstone",
                "source_display": "StepStone Group",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "summit-partners",
                "source_display": "Summit Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ta-associates",
                "source_display": "TA Associates",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "tpg",
                "source_display": "TPG",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "thoma-bravo",
                "source_display": "Thoma Bravo",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "towerbrook-capital",
                "source_display": "TowerBrook Capital Partners",
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                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "triton-partners",
                "source_display": "Triton Partners",
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                "cohort_label": "Private Equity",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "vista-equity",
                "source_display": "Vista Equity Partners",
                "cohort": "private_equity",
                "cohort_label": "Private Equity",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "warburg-pincus",
                "source_display": "Warburg Pincus",
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                "cohort_label": "Private Equity",
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                "share_of_claims": 0.0
              }
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                "kind": "lens_claims",
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                "kind": "lens_manifests",
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            ],
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                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
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                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
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              }
            ]
          }
        },
        "render_data": {
          "metrics": {
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            "stories": 0,
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            "streams": 33,
            "synorb_streams": 33,
            "sources": 33,
            "live_sources": 0,
            "source_channels": 53,
            "organizations": 0
          },
          "claims_by_day": [
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              "day": "2026-07-11",
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          ],
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            {
              "id": "topics_discussed",
              "type": "bar",
              "title": "Topics discussed by claims",
              "x": "name",
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            },
            {
              "id": "source_cohorts",
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              "title": "Source cohorts by claims",
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          "tables": [
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              "id": "selected_streams",
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                }
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            },
            {
              "id": "topics_discussed",
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            },
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              "id": "changes",
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            },
            {
              "id": "velocity",
              "title": "Velocity",
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                  "kind": "current_window_claims_per_observed_day",
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                  "basis": "0 claims across 1 observed day buckets in the current snapshot"
                },
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                  "kind": "claim_delta_per_hour_since_previous_rebuild",
                  "label": "Claim delta per hour",
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                }
              ]
            }
          ],
          "graphs": [
            {
              "id": "org_topic_graph",
              "type": "bipartite",
              "title": "Source Streams",
              "data": {
                "stream_label": "Source Streams",
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            {
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            {
              "stream_id": "citadel",
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            {
              "stream_id": "citadel",
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            {
              "stream_id": "citadel",
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "doubleline",
              "tag_id": "federal-reserve-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "doubleline",
              "tag_id": "kevin-warsh-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "doubleline",
              "tag_id": "strait-of-hormuz-place",
              "story_count": 1,
              "manifest_count": 1
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            {
              "stream_id": "doubleline",
              "tag_id": "ken-shinoda-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "doubleline",
              "tag_id": "bond-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "doubleline",
              "tag_id": "equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "doubleline",
              "tag_id": "inflation-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "doubleline",
              "tag_id": "monetary-policy-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "coatue-management",
              "tag_id": "nick-gaudette-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "coatue-management",
              "tag_id": "frank-a-lonegro-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "coatue-management",
              "tag_id": "nick-ganju-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "coatue-management",
              "tag_id": "nick-gagnet-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "coatue-management",
              "tag_id": "frank-long-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "coatue-management",
              "tag_id": "productivity-topic",
              "story_count": 1,
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            },
            {
              "stream_id": "coatue-management",
              "tag_id": "gpu-clusters-topic",
              "story_count": 1,
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            },
            {
              "stream_id": "coatue-management",
              "tag_id": "coatue-organization",
              "story_count": 1,
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            },
            {
              "stream_id": "coatue-management",
              "tag_id": "artificial-intelligence-topic",
              "story_count": 1,
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            },
            {
              "stream_id": "coatue-management",
              "tag_id": "semiconductors-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "okeefe-stevens",
              "tag_id": "john-templeton-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "okeefe-stevens",
              "tag_id": "o-keefe-stevens-advisory-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "okeefe-stevens",
              "tag_id": "carly-flanigan-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "okeefe-stevens",
              "tag_id": "equity-markets-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "okeefe-stevens",
              "tag_id": "financial-stability-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "brasada-capital",
              "tag_id": "ust-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "brasada-capital",
              "tag_id": "economic-outlook-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Hedge Funds: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: AQR Capital Management, Aspect Capital, Bleecker Street Research, and Blue Orca Capital. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -15 from 15 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, and economics-business-work and topic pack Equity Markets, Credit Markets, Private Credit, Artificial Intelligence, Semiconductors, Consumer Spending, and Economic Outlook; matched source cohorts: Hedge Funds.",
            "The loudest streams in the cohort are AQR Capital Management, Aspect Capital, Bleecker Street Research, and Blue Orca Capital.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -15 from 15 to 0.",
            "Velocity: -10.5634 (-15 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: engineering-technology, and economics-business-work and topic pack Equity Markets, Credit Markets, Private Credit, Artificial Intelligence, Semiconductors, Consumer Spending, and Economic Outlook; matched source cohorts: Hedge Funds.",
          "selected_streams": [
            {
              "source_name": "aqr",
              "source_display": "AQR Capital Management",
              "cohort": "hedge_fund",
              "cohort_label": "Hedge Funds",
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              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "aspect-capital",
              "source_display": "Aspect Capital",
              "cohort": "hedge_fund",
              "cohort_label": "Hedge Funds",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "bleecker-street-research",
              "source_display": "Bleecker Street Research",
              "cohort": "hedge_fund",
              "cohort_label": "Hedge Funds",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "blue-orca-capital",
              "source_display": "Blue Orca Capital",
              "cohort": "hedge_fund",
              "cohort_label": "Hedge Funds",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 15,
              "delta": -15,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 1,
              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "AQR Capital Management",
              "current": 0,
              "previous": 15,
              "delta": -15,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "US-China Relations",
              "current": 0,
              "previous": 15,
              "delta": -15,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -10.5634,
              "basis": "-15 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Hedge Funds: 0 claims across 42 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 42 streams, 72 visible primitives, and 89 stream-primitive links. Loudest streams: AQR Capital Management, Aspect Capital, Bleecker Street Research, and Blue Orca Capital.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Hedge Funds.",
              "Versus the previous saved rebuild, claims changed by -15 from 15 to 0.",
              "Velocity: -10.5634 (-15 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 42,
            "visible_primitive_count": 72,
            "edge_count": 89,
            "streams": [
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              },
              {
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                "manifest_count": 0,
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              },
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                "share_of_claims": 0.0
              },
              {
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                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "brasada-capital",
                "source_display": "Brasada Capital",
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                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "bridgewater",
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              },
              {
                "source_name": "brigade-capital-management",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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                "source_display": "Broyhill Asset Management",
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                "manifest_count": 0,
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              },
              {
                "source_name": "canyon-partners",
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                "cohort_label": "Hedge Funds",
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              },
              {
                "source_name": "capital-fund-management",
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                "manifest_count": 0,
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              },
              {
                "source_name": "citadel",
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              },
              {
                "source_name": "coatue-management",
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                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "culper-research",
                "source_display": "Culper Research",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "distillate-capital",
                "source_display": "Distillate Capital",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "doubleline",
                "source_display": "DoubleLine",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "elliott-investment-management",
                "source_display": "Elliott Investment Management",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ensemble-fund",
                "source_display": "Ensemble Capital",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
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              },
              {
                "source_name": "galaxy-digital",
                "source_display": "Galaxy Digital",
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                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "gator-capital-management",
                "source_display": "Gator Capital Management",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "graham-capital-management",
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                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
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              },
              {
                "source_name": "greenwood-investors",
                "source_display": "Greenwood Investors",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "greystone-capital",
                "source_display": "Greystone Capital",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "grizzly-research",
                "source_display": "Grizzly Research",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "guggenheim-investments",
                "source_display": "Guggenheim Investments",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "horizon-kinetics",
                "source_display": "Horizon Kinetics",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "kerrisdale-capital",
                "source_display": "Kerrisdale Capital",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "man-group",
                "source_display": "Man Group",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "markel",
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                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "muddy-waters-research",
                "source_display": "Muddy Waters Research",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "okeefe-stevens",
                "source_display": "O'Keefe Stevens Advisory",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "oaktree-capital",
                "source_display": "Oaktree Capital",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "pantera-capital",
                "source_display": "Pantera Capital",
                "cohort": "hedge_fund",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "pershing-square",
                "source_display": "Pershing Square",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "point72",
                "source_display": "Point72",
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                "share_of_claims": 0.0
              },
              {
                "source_name": "pzena-investment",
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                "cohort": "hedge_fund",
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                "share_of_claims": 0.0
              },
              {
                "source_name": "saltlight-capital",
                "source_display": "SaltLight Capital",
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              },
              {
                "source_name": "smead-capital-management",
                "source_display": "Smead Capital Management",
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                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "sorfis-investments",
                "source_display": "Sorfis Investments",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "spruce-point-capital",
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                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "starboard-value",
                "source_display": "Starboard Value",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "trian-partners",
                "source_display": "Trian Partners",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "verdad-research",
                "source_display": "Verdad Research",
                "cohort": "hedge_fund",
                "cohort_label": "Hedge Funds",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              }
            ],
            "topics_discussed": [],
            "changes": [
              {
                "kind": "lens_claims",
                "label": "Claims",
                "current": 0,
                "previous": 15,
                "delta": -15,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "lens_manifests",
                "label": "Manifests",
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                "previous": 1,
                "delta": -1,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "source_stream_claims",
                "label": "AQR Capital Management",
                "current": 0,
                "previous": 15,
                "delta": -15,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "topic_claims",
                "label": "US-China Relations",
                "current": 0,
                "previous": 15,
                "delta": -15,
                "pct_delta": -100.0,
                "direction": "down"
              }
            ],
            "velocity": [
              {
                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
                "value": 0.0,
                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
                "label": "Claim delta per hour",
                "value": -10.5634,
                "basis": "-15 claims over 1.42 hours between current and previous rebuilds"
              }
            ]
          }
        },
        "render_data": {
          "metrics": {
            "claims": 0,
            "stories": 0,
            "manifests": 0,
            "streams": 42,
            "synorb_streams": 42,
            "sources": 42,
            "live_sources": 0,
            "source_channels": 75,
            "organizations": 0
          },
          "claims_by_day": [
            {
              "day": "2026-07-11",
              "claims": 0
            }
          ],
          "selected_streams": [
            {
              "source_name": "aqr",
              "source_display": "AQR Capital Management",
              "cohort": "hedge_fund",
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        },
        "sample_claims": [],
        "narrative": {
          "headline": "WNBA Teams: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Atlanta Dream, Chicago Sky, Connecticut Sun, and Dallas Wings. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -5 from 5 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: WNBA Teams.",
            "The loudest streams in the cohort are Atlanta Dream, Chicago Sky, Connecticut Sun, and Dallas Wings.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -5 from 5 to 0.",
            "Velocity: -3.5211 (-5 claims over 1.42 hours between current and previous rebuilds)."
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          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: WNBA Teams.",
          "selected_streams": [
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              "source_display": "Atlanta Dream",
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              "manifest_count": 0,
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            },
            {
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              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
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              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "dallas-wings",
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          "changes": [
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              "direction": "down"
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            {
              "kind": "lens_manifests",
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              "direction": "down"
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            {
              "kind": "source_stream_claims",
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              "delta": -5,
              "pct_delta": -100.0,
              "direction": "down"
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            {
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              "label": "Labor & Employment",
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              "delta": -5,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
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              "label": "Claims per observed day",
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              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
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              "basis": "-5 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "WNBA Teams: 0 claims across 15 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 15 streams, 157 visible primitives, and 236 stream-primitive links. Loudest streams: Atlanta Dream, Chicago Sky, Connecticut Sun, and Dallas Wings.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include WNBA Teams.",
              "Versus the previous saved rebuild, claims changed by -5 from 5 to 0.",
              "Velocity: -3.5211 (-5 claims over 1.42 hours between current and previous rebuilds)."
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            "stream_count": 15,
            "visible_primitive_count": 157,
            "edge_count": 236,
            "streams": [
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                "manifest_count": 0,
                "share_of_claims": 0.0
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              {
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                "share_of_claims": 0.0
              },
              {
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                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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                "cohort_label": "WNBA Teams",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "golden-state-valkyries",
                "source_display": "Golden State Valkyries",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "indiana-fever",
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                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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                "source_display": "Las Vegas Aces",
                "cohort": "wnba_team",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "los-angeles-sparks",
                "source_display": "Los Angeles Sparks",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "minnesota-lynx",
                "source_display": "Minnesota Lynx",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
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                "share_of_claims": 0.0
              },
              {
                "source_name": "phoenix-mercury",
                "source_display": "Phoenix Mercury",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
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                "share_of_claims": 0.0
              },
              {
                "source_name": "portland-fire",
                "source_display": "Portland Fire",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "seattle-storm",
                "source_display": "Seattle Storm",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "toronto-tempo",
                "source_display": "Toronto Tempo",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "washington-mystics",
                "source_display": "Washington Mystics",
                "cohort": "wnba_team",
                "cohort_label": "WNBA Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              }
            ],
            "topics_discussed": [],
            "changes": [
              {
                "kind": "lens_claims",
                "label": "Claims",
                "current": 0,
                "previous": 5,
                "delta": -5,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "lens_manifests",
                "label": "Manifests",
                "current": 0,
                "previous": 1,
                "delta": -1,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "source_stream_claims",
                "label": "Minnesota Lynx",
                "current": 0,
                "previous": 5,
                "delta": -5,
                "pct_delta": -100.0,
                "direction": "down"
              },
              {
                "kind": "topic_claims",
                "label": "Labor & Employment",
                "current": 0,
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                "delta": -5,
                "pct_delta": -100.0,
                "direction": "down"
              }
            ],
            "velocity": [
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                "kind": "current_window_claims_per_observed_day",
                "label": "Claims per observed day",
                "value": 0.0,
                "basis": "0 claims across 1 observed day buckets in the current snapshot"
              },
              {
                "kind": "claim_delta_per_hour_since_previous_rebuild",
                "label": "Claim delta per hour",
                "value": -3.5211,
                "basis": "-5 claims over 1.42 hours between current and previous rebuilds"
              }
            ]
          }
        },
        "render_data": {
          "metrics": {
            "claims": 0,
            "stories": 0,
            "manifests": 0,
            "streams": 15,
            "synorb_streams": 15,
            "sources": 15,
            "live_sources": 0,
            "source_channels": 45,
            "organizations": 0
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          "claims_by_day": [
            {
              "day": "2026-07-11",
              "claims": 0
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          ],
          "selected_streams": [
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              "source_display": "Atlanta Dream",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "chicago-sky",
              "source_display": "Chicago Sky",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "connecticut-sun",
              "source_display": "Connecticut Sun",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "dallas-wings",
              "source_display": "Dallas Wings",
              "cohort": "wnba_team",
              "cohort_label": "WNBA Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "source_cohorts": [
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              "key": "wnba_team",
              "label": "WNBA Teams",
              "claim_count": 0,
              "story_count": 0,
              "source_count": 15,
              "manifest_count": 0
            }
          ],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
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              "delta": -5,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
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              "previous": 1,
              "delta": -1,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Minnesota Lynx",
              "current": 0,
              "previous": 5,
              "delta": -5,
              "pct_delta": -100.0,
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            {
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            {
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            {
              "stream_id": "nfl-houston-texans",
              "tag_id": "calen-bullock-person",
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            {
              "stream_id": "nfl-houston-texans",
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            {
              "stream_id": "nfl-houston-texans",
              "tag_id": "labor-market-topic",
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            {
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              "tag_id": "miami-dolphins-organization",
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            {
              "stream_id": "nfl-miami-dolphins",
              "tag_id": "nfl-organization",
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            {
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "NFL Teams: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Arizona Cardinals NFL, Atlanta Falcons NFL, Baltimore Ravens NFL, and Buffalo Bills NFL. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -123 from 123 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: NFL Teams.",
            "The loudest streams in the cohort are Arizona Cardinals NFL, Atlanta Falcons NFL, Baltimore Ravens NFL, and Buffalo Bills NFL.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -123 from 123 to 0.",
            "Velocity: -86.6197 (-123 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: NFL Teams.",
          "selected_streams": [
            {
              "source_name": "nfl-arizona-cardinals",
              "source_display": "Arizona Cardinals NFL",
              "cohort": "nfl_team",
              "cohort_label": "NFL Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "nfl-atlanta-falcons",
              "source_display": "Atlanta Falcons NFL",
              "cohort": "nfl_team",
              "cohort_label": "NFL Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "nfl-baltimore-ravens",
              "source_display": "Baltimore Ravens NFL",
              "cohort": "nfl_team",
              "cohort_label": "NFL Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "nfl-buffalo-bills",
              "source_display": "Buffalo Bills NFL",
              "cohort": "nfl_team",
              "cohort_label": "NFL Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 123,
              "delta": -123,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 12,
              "delta": -12,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Arizona Cardinals NFL",
              "current": 0,
              "previous": 22,
              "delta": -22,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Infrastructure Spending",
              "current": 0,
              "previous": 50,
              "delta": -50,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -86.6197,
              "basis": "-123 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "NFL Teams: 0 claims across 32 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 32 streams, 804 visible primitives, and 1,045 stream-primitive links. Loudest streams: Arizona Cardinals NFL, Atlanta Falcons NFL, Baltimore Ravens NFL, and Buffalo Bills NFL.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include NFL Teams.",
              "Versus the previous saved rebuild, claims changed by -123 from 123 to 0.",
              "Velocity: -86.6197 (-123 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 32,
            "visible_primitive_count": 804,
            "edge_count": 1045,
            "streams": [
              {
                "source_name": "nfl-arizona-cardinals",
                "source_display": "Arizona Cardinals NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-atlanta-falcons",
                "source_display": "Atlanta Falcons NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-baltimore-ravens",
                "source_display": "Baltimore Ravens NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-buffalo-bills",
                "source_display": "Buffalo Bills NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-carolina-panthers",
                "source_display": "Carolina Panthers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-chicago-bears",
                "source_display": "Chicago Bears NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-cincinnati-bengals",
                "source_display": "Cincinnati Bengals NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-cleveland-browns",
                "source_display": "Cleveland Browns NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-dallas-cowboys",
                "source_display": "Dallas Cowboys NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-denver-broncos",
                "source_display": "Denver Broncos NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-detroit-lions",
                "source_display": "Detroit Lions NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-green-bay-packers",
                "source_display": "Green Bay Packers NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-houston-texans",
                "source_display": "Houston Texans NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "nfl-indianapolis-colts",
                "source_display": "Indianapolis Colts NFL",
                "cohort": "nfl_team",
                "cohort_label": "NFL Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
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              "tag_id": "major-league-baseball-organization",
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              "stream_id": "mlb-baltimore-orioles",
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "nick-lorusso-person",
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "spencer-steer-person",
              "story_count": 1,
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            {
              "stream_id": "mlb-baltimore-orioles",
              "tag_id": "holly-jackson-person",
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            {
              "stream_id": "mlb-baltimore-orioles",
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              "stream_id": "mlb-baltimore-orioles",
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              "story_count": 1,
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            {
              "stream_id": "mlb-baltimore-orioles",
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          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "MLB Teams: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Arizona Diamondbacks MLB, Athletics MLB, Atlanta Braves MLB, and Baltimore Orioles MLB. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -23 from 23 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: MLB Teams.",
            "The loudest streams in the cohort are Arizona Diamondbacks MLB, Athletics MLB, Atlanta Braves MLB, and Baltimore Orioles MLB.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -23 from 23 to 0.",
            "Velocity: -16.1972 (-23 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: MLB Teams.",
          "selected_streams": [
            {
              "source_name": "mlb-arizona-diamondbacks",
              "source_display": "Arizona Diamondbacks MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "mlb-athletics",
              "source_display": "Athletics MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "mlb-atlanta-braves",
              "source_display": "Atlanta Braves MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "mlb-baltimore-orioles",
              "source_display": "Baltimore Orioles MLB",
              "cohort": "mlb_team",
              "cohort_label": "MLB Teams",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 23,
              "delta": -23,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 2,
              "delta": -2,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Cincinnati Reds MLB",
              "current": 0,
              "previous": 14,
              "delta": -14,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "Mergers & Acquisitions",
              "current": 0,
              "previous": 14,
              "delta": -14,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -16.1972,
              "basis": "-23 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "MLB Teams: 0 claims across 30 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 30 streams, 1,121 visible primitives, and 1,906 stream-primitive links. Loudest streams: Arizona Diamondbacks MLB, Athletics MLB, Atlanta Braves MLB, and Baltimore Orioles MLB.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include MLB Teams.",
              "Versus the previous saved rebuild, claims changed by -23 from 23 to 0.",
              "Velocity: -16.1972 (-23 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 30,
            "visible_primitive_count": 1121,
            "edge_count": 1906,
            "streams": [
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                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-athletics",
                "source_display": "Athletics MLB",
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                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-atlanta-braves",
                "source_display": "Atlanta Braves MLB",
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                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-baltimore-orioles",
                "source_display": "Baltimore Orioles MLB",
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                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-boston-red-sox",
                "source_display": "Boston Red Sox MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-chicago-cubs",
                "source_display": "Chicago Cubs MLB",
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                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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                "source_display": "Chicago White Sox MLB",
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                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-cincinnati-reds",
                "source_display": "Cincinnati Reds MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-cleveland-guardians",
                "source_display": "Cleveland Guardians MLB",
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                "cohort_label": "MLB Teams",
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                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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                "source_display": "Colorado Rockies MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-houston-astros",
                "source_display": "Houston Astros MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-kansas-city-royals",
                "source_display": "Kansas City Royals MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-los-angeles-angels",
                "source_display": "Los Angeles Angels MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-los-angeles-dodgers",
                "source_display": "Los Angeles Dodgers MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-miami-marlins",
                "source_display": "Miami Marlins MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-milwaukee-brewers",
                "source_display": "Milwaukee Brewers MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-minnesota-twins",
                "source_display": "Minnesota Twins MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-new-york-mets",
                "source_display": "New York Mets MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-new-york-yankees",
                "source_display": "New York Yankees MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-philadelphia-phillies",
                "source_display": "Philadelphia Phillies MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-pittsburgh-pirates",
                "source_display": "Pittsburgh Pirates MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-san-diego-padres",
                "source_display": "San Diego Padres MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-san-francisco-giants",
                "source_display": "San Francisco Giants MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-seattle-mariners",
                "source_display": "Seattle Mariners MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-st-louis-cardinals",
                "source_display": "St. Louis Cardinals MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-tampa-bay-rays",
                "source_display": "Tampa Bay Rays MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-texas-rangers",
                "source_display": "Texas Rangers MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-toronto-blue-jays",
                "source_display": "Toronto Blue Jays MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "mlb-washington-nationals",
                "source_display": "Washington Nationals MLB",
                "cohort": "mlb_team",
                "cohort_label": "MLB Teams",
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "viktor-lakhin-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "jestin-porter-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-clemson",
              "tag_id": "nba-summer-league-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "university-of-missouri-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "sas-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "university-of-louisville-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "lauren-sorkin-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "missouri-tigers-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "maizy-agnello-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "ceylin-kuyan-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "lauren-cost-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "tyrah-ariail-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "ainoah-cruz-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-missouri",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "university-of-oklahoma-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "southeastern-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "oklahoma-sooners-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-oklahoma",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "santa-clara-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "new-orleans-pelicans-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "west-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "allen-ganz-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "rider-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "alex-graves-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "elijah-mahe-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "santa-clara-broncos-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "town-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "johnny-o-neil-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "allen-graves-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-santa-clara",
              "tag_id": "nba-summer-league-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "athletics-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "gonzaga-bulldogs-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "volkar-center-for-athletic-achievement-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-gonzaga",
              "tag_id": "infrastructure-spending-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "real-madrid-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "dan-hartley-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "amara-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "uconn-huskies-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "uconn-huskies-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "egor-amosov-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-uconn",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "wake-forest-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "coliseum-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "wake-forest-demon-deacons-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-wake-forest",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "dallas-mavericks-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "yale-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "brooklyn-nets-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "philadelphia-76ers-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "utah-jazz-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "daniel-wolfe-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "nicole-townsend-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "yale-bulldogs-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "bez-mbeng-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-yale",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "creighton-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "creighton-bluejays-men-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "cylie-halvorson-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "krista-wood-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaab-creighton",
              "tag_id": "labor-employment-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Men's College Basketball: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Akron Zips Men's Basketball, Alabama Crimson Tide Men's Basketball, Arizona State Sun Devils Men's Basketball, and Arizona Wildcats Men's Basketball. Topics discussed: none available. Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Men's College Basketball.",
            "The loudest streams in the cohort are Akron Zips Men's Basketball, Alabama Crimson Tide Men's Basketball, Arizona State Sun Devils Men's Basketball, and Arizona Wildcats Men's Basketball.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
            "Velocity: 0.0 (+0 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Men's College Basketball.",
          "selected_streams": [
            {
              "source_name": "ncaab-akron",
              "source_display": "Akron Zips Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaab-alabama",
              "source_display": "Alabama Crimson Tide Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaab-arizona-state",
              "source_display": "Arizona State Sun Devils Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaab-arizona",
              "source_display": "Arizona Wildcats Men's Basketball",
              "cohort": "ncaab_team",
              "cohort_label": "Men's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 0,
              "delta": 0,
              "pct_delta": null,
              "direction": "flat"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 0,
              "delta": 0,
              "pct_delta": null,
              "direction": "flat"
            },
            {
              "kind": "source_stream_claims",
              "label": "Yale Bulldogs Men's Basketball",
              "current": 0,
              "previous": 0,
              "delta": 0,
              "pct_delta": null,
              "direction": "flat"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": 0.0,
              "basis": "+0 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Men's College Basketball: 0 claims across 100 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 100 streams, 368 visible primitives, and 462 stream-primitive links. Loudest streams: Akron Zips Men's Basketball, Alabama Crimson Tide Men's Basketball, Arizona State Sun Devils Men's Basketball, and Arizona Wildcats Men's Basketball.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Men's College Basketball.",
              "Versus the previous saved rebuild, claims changed by +0 from 0 to 0.",
              "Velocity: 0.0 (+0 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 100,
            "visible_primitive_count": 368,
            "edge_count": 462,
            "streams": [
              {
                "source_name": "ncaab-akron",
                "source_display": "Akron Zips Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-alabama",
                "source_display": "Alabama Crimson Tide Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-arizona-state",
                "source_display": "Arizona State Sun Devils Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-arizona",
                "source_display": "Arizona Wildcats Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-arkansas",
                "source_display": "Arkansas Razorbacks Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-auburn",
                "source_display": "Auburn Tigers Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-byu",
                "source_display": "BYU Cougars Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-baylor",
                "source_display": "Baylor Bears Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-belmont",
                "source_display": "Belmont Bruins Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-boise-state",
                "source_display": "Boise State Broncos Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-butler",
                "source_display": "Butler Bulldogs Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-california-baptist",
                "source_display": "California Baptist Lancers Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-california",
                "source_display": "California Golden Bears Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-cincinnati",
                "source_display": "Cincinnati Bearcats Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-clemson",
                "source_display": "Clemson Tigers Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-colorado",
                "source_display": "Colorado Buffaloes Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-colorado-state",
                "source_display": "Colorado State Rams Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-creighton",
                "source_display": "Creighton Bluejays Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-dayton",
                "source_display": "Dayton Flyers Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-duke",
                "source_display": "Duke Blue Devils Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-florida",
                "source_display": "Florida Gators Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-florida-state",
                "source_display": "Florida State Seminoles Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-george-mason",
                "source_display": "George Mason Patriots Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-george-washington",
                "source_display": "George Washington Revolutionaries Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-georgetown",
                "source_display": "Georgetown Hoyas Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-georgia",
                "source_display": "Georgia Bulldogs Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaab-gonzaga",
                "source_display": "Gonzaga Bulldogs Men's Basketball",
                "cohort": "ncaab_team",
                "cohort_label": "Men's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
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              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "university-of-rhode-island-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "university-of-south-florida-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "etic-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "iss-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "atlantic-coast-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "rhode-island-rams-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-rhode-island",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "duke-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "university-of-north-carolina-at-chapel-hill-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "andy-dunn-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-north-carolina",
              "tag_id": "cross-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "berg-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "university-of-nevada-las-vegas-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "nick-garritano-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "trever-berg-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "dl-mullen-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "unlv-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-unlv",
              "tag_id": "mitch-singler-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "big-12-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "brandon-schneider-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "allen-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "kansas-jayhawks-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "kansas-jayhawks-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-kansas",
              "tag_id": "cancun-challenge-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "nicaragua-place",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ati-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ole-miss-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ole-miss-rebels-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "yolett-mcphee-mccuin-person",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-ole-miss",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "big-12-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "uc-irvine-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "west-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "university-of-california-irvine-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "uc-irvine-anteaters-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "healthcare-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "ncaa-tournament-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-uc-irvine",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "mississippi-state-university-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "southeastern-conference-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "mississippi-state-bulldogs-women-s-basketball-organization",
              "story_count": 1,
              "manifest_count": 1
            },
            {
              "stream_id": "ncaaw-mississippi-state",
              "tag_id": "ncaa-women-s-basketball-topic",
              "story_count": 1,
              "manifest_count": 1
            }
          ]
        },
        "sample_claims": [],
        "narrative": {
          "headline": "Women's College Basketball: 0 claims across 4 selected streams",
          "summary": "Last 24 hours contains 0 claims and 0 manifests for this lens. Loudest streams: Alabama Crimson Tide Women's Basketball, Arizona State Sun Devils Women's Basketball, Arkansas State Red Wolves Women's Basketball, and Auburn Tigers Women's Basketball. Topics discussed: none available. Versus the previous saved rebuild, claims changed by -19 from 19 to 0.",
          "paragraphs": [
            "Selection basis: Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Women's College Basketball.",
            "The loudest streams in the cohort are Alabama Crimson Tide Women's Basketball, Arizona State Sun Devils Women's Basketball, Arkansas State Red Wolves Women's Basketball, and Auburn Tigers Women's Basketball.",
            "Topics being discussed include no ranked topics available.",
            "Versus the previous saved rebuild, claims changed by -19 from 19 to 0.",
            "Velocity: -13.3803 (-19 claims over 1.42 hours between current and previous rebuilds)."
          ],
          "comparison_basis": "current_window_vs_previous_rebuild",
          "previous_as_of": "2026-07-11T00:00:02Z",
          "selected_streams_basis": "Top 4 streams by claim count from lens top_sources for the current rolling snapshot; ties use manifest count then display label. Lens basis: all configured domains and topic pack all matched topics; matched source cohorts: Women's College Basketball.",
          "selected_streams": [
            {
              "source_name": "ncaaw-alabama",
              "source_display": "Alabama Crimson Tide Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaaw-arizona-state",
              "source_display": "Arizona State Sun Devils Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaaw-arkansas-state",
              "source_display": "Arkansas State Red Wolves Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            },
            {
              "source_name": "ncaaw-auburn",
              "source_display": "Auburn Tigers Women's Basketball",
              "cohort": "ncaaw_team",
              "cohort_label": "Women's College Basketball",
              "claim_count": 0,
              "manifest_count": 0,
              "share_of_claims": 0.0
            }
          ],
          "topics_discussed": [],
          "changes": [
            {
              "kind": "lens_claims",
              "label": "Claims",
              "current": 0,
              "previous": 19,
              "delta": -19,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "lens_manifests",
              "label": "Manifests",
              "current": 0,
              "previous": 2,
              "delta": -2,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "source_stream_claims",
              "label": "Maryland Terrapins Women's Basketball",
              "current": 0,
              "previous": 10,
              "delta": -10,
              "pct_delta": -100.0,
              "direction": "down"
            },
            {
              "kind": "topic_claims",
              "label": "NCAA Women's Basketball",
              "current": 0,
              "previous": 19,
              "delta": -19,
              "pct_delta": -100.0,
              "direction": "down"
            }
          ],
          "velocity": [
            {
              "kind": "current_window_claims_per_observed_day",
              "label": "Claims per observed day",
              "value": 0.0,
              "basis": "0 claims across 1 observed day buckets in the current snapshot"
            },
            {
              "kind": "claim_delta_per_hour_since_previous_rebuild",
              "label": "Claim delta per hour",
              "value": -13.3803,
              "basis": "-19 claims over 1.42 hours between current and previous rebuilds"
            }
          ],
          "cumulative": {
            "headline": "Women's College Basketball: 0 claims across 100 streams",
            "summary": "Last 24 hours contains 0 claims and 0 manifests across 100 streams, 236 visible primitives, and 302 stream-primitive links. Loudest streams: Alabama Crimson Tide Women's Basketball, Arizona State Sun Devils Women's Basketball, Arkansas State Red Wolves Women's Basketball, and Auburn Tigers Women's Basketball.",
            "paragraphs": [
              "The live 3D relationship field reflects the cumulative lens, not only the four downloadable stream close-ups.",
              "Topics being discussed include no ranked topics available. Source cohorts represented include Women's College Basketball.",
              "Versus the previous saved rebuild, claims changed by -19 from 19 to 0.",
              "Velocity: -13.3803 (-19 claims over 1.42 hours between current and previous rebuilds)."
            ],
            "stream_count": 100,
            "visible_primitive_count": 236,
            "edge_count": 302,
            "streams": [
              {
                "source_name": "ncaaw-alabama",
                "source_display": "Alabama Crimson Tide Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-arizona-state",
                "source_display": "Arizona State Sun Devils Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-arkansas-state",
                "source_display": "Arkansas State Red Wolves Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-auburn",
                "source_display": "Auburn Tigers Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-byu",
                "source_display": "BYU Cougars Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-ball-state",
                "source_display": "Ball State Cardinals Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-baylor",
                "source_display": "Baylor Bears Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-california",
                "source_display": "California Golden Bears Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-clemson",
                "source_display": "Clemson Tigers Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-colorado",
                "source_display": "Colorado Buffaloes Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-colorado-state",
                "source_display": "Colorado State Rams Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-columbia",
                "source_display": "Columbia Lions Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-creighton",
                "source_display": "Creighton Bluejays Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-davidson",
                "source_display": "Davidson Wildcats Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-duke",
                "source_display": "Duke Blue Devils Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-fairfield",
                "source_display": "Fairfield Stags Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-florida",
                "source_display": "Florida Gators Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-george-mason",
                "source_display": "George Mason Patriots Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-georgetown",
                "source_display": "Georgetown Hoyas Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-georgia",
                "source_display": "Georgia Lady Bulldogs Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-georgia-southern",
                "source_display": "Georgia Southern Eagles Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-georgia-tech",
                "source_display": "Georgia Tech Yellow Jackets Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-gonzaga",
                "source_display": "Gonzaga Bulldogs Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-green-bay",
                "source_display": "Green Bay Phoenix Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-harvard",
                "source_display": "Harvard Crimson Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-idaho",
                "source_display": "Idaho Vandals Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-illinois",
                "source_display": "Illinois Fighting Illini Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-indiana",
                "source_display": "Indiana Hoosiers Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-iowa",
                "source_display": "Iowa Hawkeyes Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-iowa-state",
                "source_display": "Iowa State Cyclones Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-james-madison",
                "source_display": "James Madison Dukes Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-kansas",
                "source_display": "Kansas Jayhawks Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-kansas-state",
                "source_display": "Kansas State Wildcats Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-kentucky",
                "source_display": "Kentucky Wildcats Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
                "source_name": "ncaaw-lsu",
                "source_display": "LSU Tigers Women's Basketball",
                "cohort": "ncaaw_team",
                "cohort_label": "Women's College Basketball",
                "claim_count": 0,
                "manifest_count": 0,
                "share_of_claims": 0.0
              },
              {
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