{
  "server": "pipeworx-io-propublica-nonprofit",
  "component": "propublica-nonprofit-mcp",
  "generated_at": "2026-08-04T02:16:08.645Z",
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      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc6a5-d4d6-734c-967e-9f03366745c2"
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    {
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      "occurred_at": "2026-08-03 08:03:04.515501+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc6a5-d4d5-7d5a-b934-b356af262aa2"
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    {
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      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc6a5-d4d5-7380-bec5-fdb05b0a10bd"
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    {
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      "occurred_at": "2026-08-03 08:03:04.515501+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc6a5-d4d6-7bfb-b526-22d763ad71eb"
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    {
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      "occurred_at": "2026-08-03 08:03:04.515501+00",
      "observed_since": "2026-08-02",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc6a5-d4d6-77f5-becb-95c53016027f"
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    {
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      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc183-cb36-7e1a-9d76-93abe01429e4"
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    {
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      "occurred_at": "2026-08-02 08:07:47.744902+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc183-cb39-7792-93f8-55048e79f11b"
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    {
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 08:07:47.744902+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc183-cb38-7aa1-9d56-68a081cefe4b"
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    {
      "id": "chg_019fc183-cb37-7eaf-b6ba-5a83ca7fbc41",
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 08:07:47.744902+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc183-cb37-7eaf-b6ba-5a83ca7fbc41"
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    {
      "id": "chg_019fc183-cb37-79c4-beec-1507f59814f7",
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      "occurred_on": "2026-08-02",
      "occurred_at": "2026-08-02 08:07:47.744902+00",
      "observed_since": "2026-08-01",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fc183-cb37-79c4-beec-1507f59814f7"
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    {
      "id": "chg_019fbc5f-c517-71b1-b740-f2d23817a2f4",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:20.801466+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fbc5f-c517-71b1-b740-f2d23817a2f4"
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    {
      "id": "chg_019fbc5f-c517-772b-8a5a-e4a6b35ba4df",
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      "occurred_at": "2026-08-01 08:10:20.801466+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fbc5f-c517-772b-8a5a-e4a6b35ba4df"
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    {
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      "subject_kind": "server",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:20.801466+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fbc5f-c518-72d2-ac0f-261671dd75e8"
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    {
      "id": "chg_019fbc5f-c517-7bdd-9035-1601b62ae0fc",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:20.801466+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fbc5f-c517-7bdd-9035-1601b62ae0fc"
    },
    {
      "id": "chg_019fbc5f-c516-75ad-b204-8f9cb345928c",
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      "subject_kind": "tool",
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      "materiality": "security",
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      "occurred_on": "2026-08-01",
      "occurred_at": "2026-08-01 08:10:20.801466+00",
      "observed_since": "2026-07-31",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fbc5f-c516-75ad-b204-8f9cb345928c"
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    {
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      "materiality": "security",
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 15:00:23.91745+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fb38a-76fd-7436-a796-aacb38cce17a"
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    {
      "id": "chg_019fb38a-76fb-7568-90ed-f4b2575f0b13",
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      "occurred_at": "2026-07-30 15:00:23.91745+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fb38a-76fb-7568-90ed-f4b2575f0b13"
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    {
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 15:00:23.91745+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fb38a-76fc-713e-8eb1-7f420681d325"
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    {
      "id": "chg_019fb38a-76fc-791d-8a82-ca6ef13d585b",
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 15:00:23.91745+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fb38a-76fc-791d-8a82-ca6ef13d585b"
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    {
      "id": "chg_019fb38a-76fc-7f38-9d29-2be6eb2fd737",
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      "subject_kind": "tool",
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      "occurred_on": "2026-07-30",
      "occurred_at": "2026-07-30 15:00:23.91745+00",
      "observed_since": "2026-07-29",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fb38a-76fc-7f38-9d29-2be6eb2fd737"
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    {
      "id": "chg_019faeb7-0c5d-7637-b356-f3d84b344c01",
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      "subject_kind": "tool",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:30:59.662067+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019faeb7-0c5d-7637-b356-f3d84b344c01"
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    {
      "id": "chg_019faeb7-0c5c-7eba-9d54-c007f15ea566",
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      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:30:59.662067+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019faeb7-0c5c-7eba-9d54-c007f15ea566"
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      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:30:59.662067+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019faeb7-0c5c-79fc-b77e-535ac8357bd2"
    },
    {
      "id": "chg_019faeb7-0c5c-72b3-a5d1-96694b05cc81",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:30:59.662067+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019faeb7-0c5c-72b3-a5d1-96694b05cc81"
    },
    {
      "id": "chg_019faeb7-0c5d-7a87-b452-ac754cb12022",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-29",
      "occurred_at": "2026-07-29 16:30:59.662067+00",
      "observed_since": "2026-07-28",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019faeb7-0c5d-7a87-b452-ac754cb12022"
    },
    {
      "id": "chg_019fa9f2-2706-75d2-925e-b43f6b2c862b",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_beta",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_beta"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 18:17:27.034827+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_beta” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fa9f2-2706-75d2-925e-b43f6b2c862b"
    },
    {
      "id": "chg_019fa9f2-2705-7a4f-a1fa-fe24344253de",
      "kind": "check.unverifiable",
      "family": "auth-oauth",
      "subject_kind": "check",
      "subject": "auth-oauth",
      "subject_child": "",
      "from_code": "auth.none_destructive",
      "to_code": "auth.none_destructive_unverified",
      "from_value": "fail",
      "to_value": "unverified",
      "materiality": "security",
      "direction": "regression",
      "score_delta": null,
      "detail": {
        "tool": "forget"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 18:17:27.034827+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Authorization (fail → unverified)",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fa9f2-2705-7a4f-a1fa-fe24344253de"
    },
    {
      "id": "chg_019fa9f2-2706-70e2-a4a0-9e1c13680966",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 18:17:27.034827+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fa9f2-2706-70e2-a4a0-9e1c13680966"
    },
    {
      "id": "chg_019fa9f2-2707-733f-adc5-d4aad94a187d",
      "kind": "server.instructions_changed",
      "family": "",
      "subject_kind": "server",
      "subject": "instructions",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {},
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 18:17:27.034827+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "The server rewrote its instructions, which are the text every model session reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fa9f2-2707-733f-adc5-d4aad94a187d"
    },
    {
      "id": "chg_019fa9f2-2706-7e7d-8357-39c9b2d6a424",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "deep_research",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "deep_research"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 18:17:27.034827+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “deep_research” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fa9f2-2706-7e7d-8357-39c9b2d6a424"
    },
    {
      "id": "chg_019fa9f2-2706-7abf-a0f6-3c6fb6f427bb",
      "kind": "tool.description_changed",
      "family": "",
      "subject_kind": "tool",
      "subject": "ask_pipeworx_grounded",
      "subject_child": "",
      "from_code": null,
      "to_code": null,
      "from_value": null,
      "to_value": null,
      "materiality": "security",
      "direction": "neutral",
      "score_delta": null,
      "detail": {
        "tool": "ask_pipeworx_grounded"
      },
      "occurred_on": "2026-07-28",
      "occurred_at": "2026-07-28 18:17:27.034827+00",
      "observed_since": "2026-07-27",
      "source": "scan",
      "summary": "Tool “ask_pipeworx_grounded” rewrote its description, which is the text the model reads",
      "link": "https://verifymcp.io/servers/pipeworx-io-propublica-nonprofit/propublica-nonprofit-mcp#chg-chg_019fa9f2-2706-7abf-a0f6-3c6fb6f427bb"
    }
  ],
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      "date": "2026-08-03",
      "total": 60,
      "delta": 1,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-08-02",
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    {
      "date": "2026-08-01",
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      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-31",
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      "delta": -2,
      "tracked": true,
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      "beyond_event_horizon": false,
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    {
      "date": "2026-07-30",
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      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
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    {
      "date": "2026-07-29",
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      "delta": 0,
      "tracked": true,
      "explained": true,
      "beyond_event_horizon": false,
      "attribution": null,
      "event_count": 5
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    {
      "date": "2026-07-28",
      "total": 60,
      "delta": 1,
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      "beyond_event_horizon": false,
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}