Generated 2026-09-02T19:05:52Z from live ClickHouse queries against this estate's ledger. Point-in-time archive held for Helium: 9,537 observations · 45 distinct series · 6 upstream sources · first row 2026-08-09 17:15:20 · newest row 2026-09-02 19:03:01 · every one of the 9,537 rows carries a verify_url · 42 series refreshed in the last 24h (857 fresh rows). Nothing on this page is cached, estimated, or remembered.
6 source families feed this network's ledger. Every row they wrote carries its own source, as_of and verify_url; this table is the live rollup of that. The first-party family is Helium's own entities service (https://entities.nft.helium.io/v2/hotspots/pagination-metadata?subnetwork=iot and the MOBILE sibling) — telemetry from the network itself — with the DefiLlama fees family, the Solana SPL-mint chain state, the CoinGecko market reference and the helium GitHub activity series alongside.
| Source | Rows held | Series | Rows w/ verify_url | Window (UTC) | Sample origin |
|---|---|---|---|---|---|
| CoinGecko /coins/markets | 7,026 | 24 | 7,026 | 2026-08-09 17:15:20 → 2026-09-02 18:49:30 | sample origin ↗ |
| first_party_api | 1,130 | 2 | 1,130 | 2026-08-09 23:28:06 → 2026-09-02 18:34:01 | sample origin ↗ |
| DefiLlama /overview/fees | 1,053 | 7 | 1,053 | 2026-08-09 17:17:15 → 2026-09-02 18:58:01 | sample origin ↗ |
| solana_rpc | 166 | 4 | 166 | 2026-08-09 23:12:54 → 2026-09-02 18:00:02 | sample origin ↗ |
| github | 120 | 6 | 120 | 2026-08-09 23:42:07 → 2026-09-02 18:29:01 | sample origin ↗ |
| helium_entity_api | 42 | 2 | 42 | 2026-09-01 23:10:41 → 2026-09-02 19:03:01 | sample origin ↗ |
The ledger query ran during generation and returned 0 rows for HNT — and for Helium the structural reason is on this page, measured live: the detector only files cumulative-by-construction series (counters that cannot decrease unless upstream rewrote them), and the daily archive this estate holds for HNT — 641 rows over 27 snapshots (2026-08-06 → 2026-09-01) — contains exactly one series of that class: fees_alltime_usd, DefiLlama's all-time fees figure for the Helium network. The detector watched it, and the measured result over all snapshots held is 0 decreases — the series is flat in the held window, so there is nothing to diff and no rewrite occurred. Zero here is the live query result plus the structural reason, not a gap — the ledger itself is at /v1/revisions?symbol=HNT (the same query this page ran, served live), and a restatement would appear on this page the day the detector records one. /v1/revisions?symbol=HNT cross-check passed: the served API reports 0 row(s), matching the ledger count rendered on this page.
The detector diffs every daily snapshot of every cumulative-by-construction series. The live watchlist below is imported at generation from the detector itself (propintel/revision_ledger.py (live import)). Its intersection with what the daily archive holds for HNT is the table: one watched series is held, the decrease-count over it is the measured zero behind the ledger count above. Where a sibling network (AR) shows a BLOCKS restatement, HNT structurally cannot produce one in this window — its one cumulative-class series never moved. That is the honest answer to "where are HNT's revisions": the watched counter was watched, and it did not change.
| Watchlist series held | Rows | Days | Min held | Max held |
|---|---|---|---|---|
fees_alltime_usd | 10 | 10 | 2,296,688 | 2,296,688 |
fees_alltime_usd — DefiLlama's all-time fees figure for the Helium network, snapshotted daily. Across the held window the value runs 2,296,688 → 2,296,688: identical at every snapshot. A constant series cannot produce a history-rewrite event — this flatness, queried live at generation, is the entire structural story behind the zero above.
| Snapshot date | fees_alltime_usd value | Source |
|---|---|---|
| 2026-08-23 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-24 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-25 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-26 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-27 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-28 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-29 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-30 | 2,296,688 | DefiLlama /overview/fees |
| 2026-08-31 | 2,296,688 | DefiLlama /overview/fees |
| 2026-09-01 | 2,296,688 | DefiLlama /overview/fees |
These series fall outside the detector's cumulative-by-construction class (NOT_TRULY_CUMULATIVE in propintel/revision_ledger.py): a drop there is a real population or market change, not upstream rewriting history. Publishing them as "revisions" would be exactly the fake-metric behaviour this product exists to eliminate.
| Series (gauge / revaluation) | Backward moves observed | Snapshot rows held |
|---|---|---|
PRICE | 13 | 27 |
VELOCITY | 13 | 27 |
price_usd | 8 | 17 |
fully_diluted_valuation_usd | 7 | 17 |
market_cap_usd | 7 | 17 |
market_cap_rank | 6 | 11 |
GH_OPEN_ISSUES | 5 | 27 |
price_change_7d_pct | 5 | 11 |
price_high_24h_usd | 5 | 11 |
price_change_1h_pct | 4 | 11 |
price_from_atl_pct | 4 | 11 |
volume_24h_usd | 4 | 11 |
market_cap_change_24h_pct | 3 | 11 |
market_cap_change_24h_usd | 3 | 11 |
The sharpest HNT case: IOT_HOTSPOTS — the LoRaWAN hotspot population from Helium's own entities API. Note what the trail shows: in this 27-day window it only ever grew. A detector that classified by measured monotonicity would admit it as cumulative; this estate's detector classifies by construction — hotspots can go offline, so a drop would be a real population change, not a rewrite. Trending gauges are exactly the case that fools naive monotonicity checks, which is why the exclusion list is explicit.
| Snapshot date | IOT_HOTSPOTS value | Source |
|---|---|---|
| 2026-08-06 | 1,035,564 | depin_first_party |
| 2026-08-07 | 1,035,571 | depin_first_party |
| 2026-08-08 | 1,035,572 | depin_first_party |
| 2026-08-09 | 1,035,575 | depin_first_party |
| 2026-08-10 | 1,035,576 | depin_first_party |
| 2026-08-11 | 1,035,577 | depin_first_party |
| 2026-08-12 | 1,035,579 | depin_first_party |
| 2026-08-13 | 1,035,580 | depin_first_party |
| 2026-08-14 | 1,035,582 | depin_first_party |
| 2026-08-15 | 1,035,584 | depin_first_party |
| 2026-08-16 | 1,035,586 | depin_first_party |
| 2026-08-17 | 1,035,590 | depin_first_party |
| 2026-08-18 | 1,035,592 | depin_first_party |
| 2026-08-19 | 1,035,594 | depin_first_party |
| 2026-08-20 | 1,035,594 | depin_first_party |
| 2026-08-21 | 1,035,596 | depin_first_party |
| 2026-08-22 | 1,035,598 | depin_first_party |
| 2026-08-23 | 1,035,598 | depin_first_party |
| 2026-08-24 | 1,035,598 | depin_first_party |
| 2026-08-25 | 1,035,599 | depin_first_party |
| 2026-08-26 | 1,035,600 | depin_first_party |
| 2026-08-27 | 1,035,603 | depin_first_party |
| 2026-08-28 | 1,035,603 | depin_first_party |
| 2026-08-29 | 1,035,605 | depin_first_party |
| 2026-08-30 | 1,035,607 | depin_first_party |
| 2026-08-31 | 1,035,609 | depin_first_party |
| 2026-09-01 | 1,035,619 | depin_first_party |
The 5G-side sibling, MOBILE_HOTSPOTS, from the same first-party service — same classification, same reasoning.
| Snapshot date | MOBILE_HOTSPOTS value | Source |
|---|---|---|
| 2026-08-06 | 56,807 | depin_first_party |
| 2026-08-07 | 56,810 | depin_first_party |
| 2026-08-08 | 56,812 | depin_first_party |
| 2026-08-09 | 56,812 | depin_first_party |
| 2026-08-10 | 56,812 | depin_first_party |
| 2026-08-11 | 56,814 | depin_first_party |
| 2026-08-12 | 56,815 | depin_first_party |
| 2026-08-13 | 56,815 | depin_first_party |
| 2026-08-14 | 56,816 | depin_first_party |
| 2026-08-15 | 56,816 | depin_first_party |
| 2026-08-16 | 56,817 | depin_first_party |
| 2026-08-17 | 56,817 | depin_first_party |
| 2026-08-18 | 56,867 | depin_first_party |
| 2026-08-19 | 56,868 | depin_first_party |
| 2026-08-20 | 56,885 | depin_first_party |
| 2026-08-21 | 56,885 | depin_first_party |
| 2026-08-22 | 56,885 | depin_first_party |
| 2026-08-23 | 56,885 | depin_first_party |
| 2026-08-24 | 57,444 | depin_first_party |
| 2026-08-25 | 57,452 | depin_first_party |
| 2026-08-26 | 57,452 | depin_first_party |
| 2026-08-27 | 57,453 | depin_first_party |
| 2026-08-28 | 57,455 | depin_first_party |
| 2026-08-29 | 57,493 | depin_first_party |
| 2026-08-30 | 57,493 | depin_first_party |
| 2026-08-31 | 57,493 | depin_first_party |
| 2026-09-01 | 57,493 | depin_first_party |
The task-level conflict check, run live: any (metric, timestamp) family where this estate recorded two or more different values. The query ran at generation and returned 0 groups in both depin_onchain and depin_daily — every (metric, timestamp) pair the estate holds for HNT carries exactly one value. Zero here is the live query result, not a gap; the archive kept every write it made, and none of them disagree.
Deduped on revision identity exactly as /v1/revisions dedupes it. This is the same feed a subscriber polls; it is rendered live from ClickHouse at generation, not copied from a snapshot. Each row is an upstream source replacing the value of a (network, metric, date) it had already published — after this estate recorded the original. The superseded value is retained, never deleted; that retention is the only reason a rewrite is detectable, and it is the part every overwriting vendor discards. HNT is absent from this table because its own ledger is empty — the estate-wide rows are the proof the detector fires when a rewrite actually happens.
| First detected | Network | Metric | Was | Became | Δ | Kind | Provenance |
|---|---|---|---|---|---|---|---|
| 2026-09-02 01:15:01 | GRT | dl_fees_alltime_usd | 1,424,316 | 1,423,345 | -0.068% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-02 01:15:01 | GRT | fees_alltime_usd | 1,424,302 | 1,423,345 | -0.067% | backward_revision | DefiLlama /overview/fees · origin ↗ |
| 2026-09-02 01:15:01 | OVPP | token_transfers_total | 1,356,749 | 1,354,903 | -0.136% | backward_revision | evm_blockscout · origin ↗ |
| 2026-09-01 23:34:07 | AR | blocks | 1,986,220 | 1,702,204 | -14.299% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-01 23:34:07 | AR | blocks | 1,980,116 | 1,702,204 | -14.035% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-01 23:34:07 | AR | blocks | 1,988,930 | 1,702,206 | -14.416% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-01 23:34:07 | AR | blocks | 1,982,176 | 1,702,204 | -14.124% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-01 23:34:07 | AUKI | token_transfers_total | 1,230,167 | 1,228,860 | -0.106% | backward_revision | evm_blockscout · origin ↗ |
| 2026-09-01 23:34:07 | EIGEN | fees_alltime_usd | 161,955,683.53 | 161,932,203.53 | -0.014% | backward_revision | DefiLlama /overview/fees · origin ↗ |
| 2026-09-01 23:34:07 | GRT | fees_alltime_usd | 1,419,328 | 1,419,152 | -0.012% | backward_revision | DefiLlama /overview/fees · origin ↗ |
| 2026-09-01 23:34:07 | GRT | fees_alltime_usd | 1,419,558 | 1,419,328 | -0.016% | backward_revision | DefiLlama /overview/fees · origin ↗ |
| 2026-09-01 23:34:07 | R1 | token_transfers_total | 194,390 | 194,337 | -0.027% | backward_revision | evm_blockscout · origin ↗ |
| 2026-09-01 23:34:07 | SOGNI | token_transfers_total | 1,177,219 | 1,174,145 | -0.261% | backward_revision | evm_blockscout · origin ↗ |
| 2026-09-01 23:33:32 | GRT | dl_fees_alltime_usd | 1,419,322 | 1,419,152 | -0.012% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-01 23:33:32 | GRT | dl_fees_alltime_usd | 1,415,054 | 1,414,119 | -0.066% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-01 23:33:32 | GRT | dl_fees_alltime_usd | 1,419,566 | 1,419,322 | -0.017% | backward_revision | depin_first_party · origin ↗ |
| 2026-09-01 23:33:32 | STORJ | disqualified_nodes | 80,238 | 79,569 | -0.834% | backward_revision | depin_first_party · origin ↗ |
| 2026-08-13 15:35:15 | FLOCK | dl_fees_alltime_usd | 1,170,614.6 | 1,170,544.16 | -0.006% | sub_noise | defillama_fees · origin ↗ |
The detector (propintel/revision_ledger.py) diffs every daily snapshot this estate holds of every cumulative-by-construction series — counters that cannot decrease unless upstream rewrote them (block heights, transaction and transfer counters, lifetime fees). A row enters default.depin_revision_ledger iff two snapshots disagree for an already-observed date; zero human judgement. Resolution rule: latest observation wins for current-state reads, the superseded value is retained, never deleted. Population gauges (hotspot sets, node counts, prices, capacity) legitimately move both ways and are deliberately excluded — a drop there is a real population change, not a rewrite; the IOT_HOTSPOTS case on this page is the worked example. Honest boundary: this catches value-history rewrites ex-post; identical-schema semantic drift with plausible values is what the hash-pinned derivation_replay layer is for. The detector's full classification is inspectable at /v1/revisions; a frozen daily copy serves at /revision-ledger/REVISIONS_20260902.json.
Served by /v1/network/HNT — the same grades a paying agent receives. Scores are the engines' own 0–100 outputs, published exactly as the engines emitted them, unflattering parts included.
| Engine | Grade | Score |
|---|---|---|
| Node quality | F | 0 |
| Dilution risk | MINIMAL | 90 |
| Bot risk | B | 90 |
| Dev velocity | A | 99.388 |
| Revenue | F | 0 |
| Data coverage | D | 15 |
| Overall | D | 43.6888 |
No account, no key, no trust required. Commands 1–2 hit this estate's public API (the same rows this page queried — every row carries source / as_of / verify_url); command 3 hits Helium's own entities service, the first-party source for the hotspot families; command 4 is the DefiLlama series the detector watches; command 5 is the estate's graded network row; command 6 is the frozen daily snapshot of the ledger. One polite call per endpoint, no hammering.
# 1) The served revision feed for HNT — the same rows this page queried, live:
curl -s "https://kairossignal.com/v1/revisions?symbol=HNT" | python3 -m json.tool
# 2) The estate-wide feed (every network, both sides of every diff):
curl -s "https://kairossignal.com/v1/revisions" | python3 -m json.tool | head -80
# 3) Helium's own entities API (the first-party family for hotspot telemetry):
curl -s -H "User-Agent: kairos-check" "https://entities.nft.helium.io/v2/hotspots/pagination-metadata?subnetwork=iot" | python3 -m json.tool
# 4) DefiLlama's fees series for Helium (the alltime-fees source the detector watches):
curl -s -H "User-Agent: kairos-check" "https://api.llama.fi/summary/fees/helium-network" | python3 -m json.tool | head -40
# 5) This estate's public API row for HNT (grades + provenance):
curl -s "https://kairossignal.com/v1/network/HNT" | python3 -m json.tool | head -60
# 6) The public daily snapshot of the ledger (frozen copy):
curl -s -o /dev/null -w "%{http_code}\n" "https://kairossignal.com/revision-ledger/REVISIONS_20260902.json"
Method & honesty notes. All counts are queries against the live ledger at generation time, not restamped copy — this page is regenerated by gen_revision_page_hnt.py and the hourly claim_drift_check.py run grades its claims against the live API like every other published surface. The HNT revision count is the live result of SELECT count() FROM default.depin_revision_ledger WHERE network='HNT'; the page refuses to ship if the served /v1/revisions?symbol=HNT disagrees with it. The 18 estate-wide events shown are deduped on revision identity (deterministic hash of network, metric, current_date, prior_date) exactly as the API dedupes them; detected_at is the first detection and never moves. Series absent from a section are absent, not zero: the daily-snapshot ledger for HNT is genuinely empty today — because the one cumulative-class series the archive holds (fees_alltime_usd) is flat across every snapshot held, a structural fact measured live in the watchlist queries above — and this page says so instead of inventing restatements. The same-stamp conflict check is likewise the honest live answer: 0 groups in both tables. Upstream probes ran serially by this generator immediately before rendering: Helium entities API, IOT subnetwork (first-party upstream) HTTP 200; Helium entities API, MOBILE subnetwork (first-party upstream) HTTP 200; DefiLlama /summary/fees/helium-network (alltime-fees source) HTTP 200; estate /v1/revisions?symbol=HNT HTTP 200; estate /v1/network/HNT HTTP 200; CoinGecko helium page (browser-verified origin; 403 here is its bot wall) HTTP 403; frozen daily ledger snapshot HTTP 200.
propintel/gen_revision_page_hnt.py · source of truth: default.depin_catalog, default.depin_onchain, default.depin_daily, default.depin_revision_ledger (ClickHouse, live at generation) · Kairos Signal — provenance or silence.