{
 "generated_utc": "2026-10-17T01:25:01Z",
 "what": "Revision ledger snapshot - machine-detected upstream restatements of DePIN metrics",
 "how": "Prior-value diff over our daily snapshots. A row means the upstream source REPLACED the value of (network, metric, date) it had already published, after we recorded the original. Detected mechanically, tagged, zero humans reviewed these. kind=backward_revision: cumulative metric value went DOWN for already-observed dates (history rewrite). kind=sub_noise: delta below measurement noise, no action.",
 "honest_boundary": "This catches value-history rewrites ex-post. Identical-schema semantic drift with plausible values is NOT caught here - that requires diffing raw pinned payloads (our derivation_replay product).",
 "table": "default.depin_revision_ledger (ClickHouse; live source of truth - this file is a dated export)",
 "counts": {
  "backward_revision": 38,
  "sub_noise": 1
 },
 "total_rows": 39,
 " deriver": null,
 "snapshot_rows": [
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-09-01",
   "prior_value": 1992299,
   "current_date_": "2026-09-02",
   "current_value": 1702218,
   "delta": -290081,
   "pct_change": -14.560114,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "31181a00ede62382"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-09-06",
   "prior_value": 1995677,
   "current_date_": "2026-09-07",
   "current_value": 1702218,
   "delta": -293459,
   "pct_change": -14.704734,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "b7554f1725564d16"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-09-12",
   "prior_value": 1999726,
   "current_date_": "2026-09-13",
   "current_value": 1702218,
   "delta": -297508,
   "pct_change": -14.877438,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "4d79047dd1220e6b"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-09-15",
   "prior_value": 2001736,
   "current_date_": "2026-09-16",
   "current_value": 1702218,
   "delta": -299518,
   "pct_change": -14.962912,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "70c9805ad001cbde"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-09-23",
   "prior_value": 2007210,
   "current_date_": "2026-09-24",
   "current_value": 1702218,
   "delta": -304992,
   "pct_change": -15.194823,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "2ea9b17349b45499"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "ATH",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-19",
   "prior_value": 180402699.27,
   "current_date_": "2026-09-20",
   "current_value": 180348562.27,
   "delta": -54137,
   "pct_change": -0.030009,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "ee9232f79e4518"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AUKI",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-04",
   "prior_value": 248389,
   "current_date_": "2026-09-05",
   "current_value": 248364,
   "delta": -25,
   "pct_change": -0.010065,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "972ce4c82bc407e5"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AUKI",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-17",
   "prior_value": 249318,
   "current_date_": "2026-09-18",
   "current_value": 249293,
   "delta": -25,
   "pct_change": -0.010027,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "7e5e9898ba5c9f0a"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "AUKI",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-25",
   "prior_value": 253682,
   "current_date_": "2026-09-26",
   "current_value": 251527,
   "delta": -2155,
   "pct_change": -0.849489,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "5a1a1d161718b82a"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-08-31",
   "prior_value": 1424316,
   "current_date_": "2026-09-01",
   "current_value": 1423345,
   "delta": -971,
   "pct_change": -0.068173,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "cb638d6b6ca982ae"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-06",
   "prior_value": 1431295.44,
   "current_date_": "2026-09-07",
   "current_value": 1428351.44,
   "delta": -2944,
   "pct_change": -0.205688,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "a4ab97e729807356"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-16",
   "prior_value": 1433230.44,
   "current_date_": "2026-09-17",
   "current_value": 1433068.44,
   "delta": -162,
   "pct_change": -0.011303,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "f1e163ea9391b4c9"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-27",
   "prior_value": 1441313.44,
   "current_date_": "2026-09-28",
   "current_value": 1440661.44,
   "delta": -652,
   "pct_change": -0.045237,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "aa5870513cf60cd1"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-10-01",
   "prior_value": 1443521.44,
   "current_date_": "2026-10-02",
   "current_value": 1442910.44,
   "delta": -611,
   "pct_change": -0.042327,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "c2d7069497ddf779"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "NODE",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-02",
   "prior_value": 804574,
   "current_date_": "2026-09-03",
   "current_value": 804388,
   "delta": -186,
   "pct_change": -0.023118,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "4d1b126a052c3168"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "NODE",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-30",
   "prior_value": 811347,
   "current_date_": "2026-10-01",
   "current_value": 810962,
   "delta": -385,
   "pct_change": -0.047452,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "b379f572456b6c04"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "NODE",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-10-02",
   "prior_value": 811126,
   "current_date_": "2026-10-03",
   "current_value": 810992,
   "delta": -134,
   "pct_change": -0.01652,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "7f032ea020be1cb1"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "OPEN",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-09-16",
   "prior_value": 272079,
   "current_date_": "2026-09-17",
   "current_value": 271588,
   "delta": -491,
   "pct_change": -0.180462,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "15bab20d2c16fa73"
  },
  {
   "detected_at": "2026-10-16 01:15:02",
   "network": "OPEN",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-10-01",
   "prior_value": 288385,
   "current_date_": "2026-10-02",
   "current_value": 288055,
   "delta": -330,
   "pct_change": -0.11443,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "5c35a9eeb7e48a99"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-08-14",
   "prior_value": 1980116,
   "current_date_": "2026-08-15",
   "current_value": 1702204,
   "delta": -277912,
   "pct_change": -14.035137,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "5bfb29b8f5641485"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-08-17",
   "prior_value": 1982176,
   "current_date_": "2026-08-18",
   "current_value": 1702204,
   "delta": -279972,
   "pct_change": -14.124477,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "ece85ecbd2ee3c4c"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-08-23",
   "prior_value": 1986220,
   "current_date_": "2026-08-24",
   "current_value": 1702204,
   "delta": -284016,
   "pct_change": -14.299322,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "ad1087008a73fabb"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "AR",
   "metric": "BLOCKS",
   "prior_date": "2026-08-27",
   "prior_value": 1988930,
   "current_date_": "2026-08-28",
   "current_value": 1702206,
   "delta": -286724,
   "pct_change": -14.415993,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "f1590d6efb3eead6"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-08-20",
   "prior_value": 1415054,
   "current_date_": "2026-08-21",
   "current_value": 1414119,
   "delta": -935,
   "pct_change": -0.066075,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "8e65fb4fbbf99bca"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-08-25",
   "prior_value": 1419566,
   "current_date_": "2026-08-26",
   "current_value": 1419322,
   "delta": -244,
   "pct_change": -0.017188,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "6cef11374691f365"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "GRT",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-08-26",
   "prior_value": 1419322,
   "current_date_": "2026-08-27",
   "current_value": 1419152,
   "delta": -170,
   "pct_change": -0.011978,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "d1074af3334d2847"
  },
  {
   "detected_at": "2026-10-15 01:15:02",
   "network": "STORJ",
   "metric": "DISQUALIFIED_NODES",
   "prior_date": "2026-08-09",
   "prior_value": 80238,
   "current_date_": "2026-08-10",
   "current_value": 79569,
   "delta": -669,
   "pct_change": -0.83377,
   "kind": "backward_revision",
   "source": "depin_first_party",
   "revision_id": "e271d2e62f99b9e4"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "AUKI",
   "metric": "token_transfers_total",
   "prior_date": "2026-08-29",
   "prior_value": 1230167,
   "current_date_": "2026-08-30",
   "current_value": 1228860,
   "delta": -1307,
   "pct_change": -0.106246,
   "kind": "backward_revision",
   "source": "evm_blockscout",
   "revision_id": "6c1d1899a2b0b6e4"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "EIGEN",
   "metric": "fees_alltime_usd",
   "prior_date": "2026-08-28",
   "prior_value": 161955683.53,
   "current_date_": "2026-08-29",
   "current_value": 161932203.53,
   "delta": -23480,
   "pct_change": -0.014498,
   "kind": "backward_revision",
   "source": "DefiLlama /overview/fees",
   "revision_id": "8ba14c4c9ef131eb"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "GRT",
   "metric": "fees_alltime_usd",
   "prior_date": "2026-08-25",
   "prior_value": 1419558,
   "current_date_": "2026-08-26",
   "current_value": 1419328,
   "delta": -230,
   "pct_change": -0.016202,
   "kind": "backward_revision",
   "source": "DefiLlama /overview/fees",
   "revision_id": "5245636ef780e7f1"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "GRT",
   "metric": "fees_alltime_usd",
   "prior_date": "2026-08-26",
   "prior_value": 1419328,
   "current_date_": "2026-08-27",
   "current_value": 1419152,
   "delta": -176,
   "pct_change": -0.0124,
   "kind": "backward_revision",
   "source": "DefiLlama /overview/fees",
   "revision_id": "0322ad3ca1d0a7b7"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "GRT",
   "metric": "fees_alltime_usd",
   "prior_date": "2026-08-31",
   "prior_value": 1424302,
   "current_date_": "2026-09-01",
   "current_value": 1423345,
   "delta": -957,
   "pct_change": -0.067191,
   "kind": "backward_revision",
   "source": "DefiLlama /overview/fees",
   "revision_id": "508725d6596f2b29"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "NODE",
   "metric": "fees_alltime_usd",
   "prior_date": "2026-09-02",
   "prior_value": 804574,
   "current_date_": "2026-09-03",
   "current_value": 804388,
   "delta": -186,
   "pct_change": -0.023118,
   "kind": "backward_revision",
   "source": "DefiLlama /overview/fees",
   "revision_id": "c83f46888c096cb5"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "OBOT",
   "metric": "token_transfers_total",
   "prior_date": "2026-09-03",
   "prior_value": 40253,
   "current_date_": "2026-09-04",
   "current_value": 40246,
   "delta": -7,
   "pct_change": -0.01739,
   "kind": "backward_revision",
   "source": "evm_blockscout",
   "revision_id": "e7b1520337e3ef6d"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "OVPP",
   "metric": "token_transfers_total",
   "prior_date": "2026-08-31",
   "prior_value": 1356749,
   "current_date_": "2026-09-01",
   "current_value": 1354903,
   "delta": -1846,
   "pct_change": -0.136061,
   "kind": "backward_revision",
   "source": "evm_blockscout",
   "revision_id": "63c2d24aae7ddba2"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "R1",
   "metric": "token_transfers_total",
   "prior_date": "2026-08-24",
   "prior_value": 194390,
   "current_date_": "2026-08-25",
   "current_value": 194337,
   "delta": -53,
   "pct_change": -0.027265,
   "kind": "backward_revision",
   "source": "evm_blockscout",
   "revision_id": "42290e1fdc78ef95"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "R1",
   "metric": "token_transfers_total",
   "prior_date": "2026-09-01",
   "prior_value": 194634,
   "current_date_": "2026-09-02",
   "current_value": 194527,
   "delta": -107,
   "pct_change": -0.054975,
   "kind": "backward_revision",
   "source": "evm_blockscout",
   "revision_id": "65598c479161a739"
  },
  {
   "detected_at": "2026-09-05 01:15:02",
   "network": "SOGNI",
   "metric": "token_transfers_total",
   "prior_date": "2026-08-29",
   "prior_value": 1177219,
   "current_date_": "2026-08-30",
   "current_value": 1174145,
   "delta": -3074,
   "pct_change": -0.261124,
   "kind": "backward_revision",
   "source": "evm_blockscout",
   "revision_id": "ce0cc4f4337ea953"
  },
  {
   "detected_at": "2026-08-13 15:35:15",
   "network": "FLOCK",
   "metric": "DL_FEES_ALLTIME_USD",
   "prior_date": "2026-08-09",
   "prior_value": 1170614.6,
   "current_date_": "2026-08-10",
   "current_value": 1170544.16,
   "delta": -70.44,
   "pct_change": -0.006017,
   "kind": "sub_noise",
   "source": "defillama_fees",
   "revision_id": "86b21bfb1f9acb42"
  }
 ],
 "api_status": "LIVE: GET https://kairossignal.com/v1/revision-ledger (same rows, deduplicated, with revision_id); queryable filters: GET https://kairossignal.com/v1/revisions?symbol=AR&kind=backward_revision&since=2026-08-01",
 "correction_20260901": "Files dated 2026-08-30 and 2026-08-31, and the first 2026-09-01 build, OVERCOUNTED: they exported raw table rows, and the detector re-emits an unchanged revision every daily run, so repeated detections were published as separate revisions (17 rows for 9 real restatements). Corrected here by grouping on the revision identity (network, metric, current_date_, prior_date) and keeping the first detection. The superseded files are left in place rather than rewritten \u2014 deleting the evidence of our own restatement would be precisely the behaviour this ledger exists to expose.",
 "correction2_20260901": "The detector itself was UNDER-COUNTING, not just over-emitting: its cumulative-metric list covered 11 names while the archive holds 218 cumulative-looking ones. Backfill audit (t_aa510e44) found 5 real restatements it had missed (SOGNI/AUKI/R1 token_transfers_total, EIGEN and GRT fees_alltime_usd \u2014 4 of them in the final week). List widened to 75 curated can't-decrease-by-construction names; every row now carries verify_url. True deduped history: 15 restatements (14 backward_revision + 1 sub_noise), not 9, not 17.",
 "related_free_endpoint": "GET https://kairossignal.com/v1/derivation?symbol=AKT (raw hash-pinned payloads index, live)"
}