← The evidence ledger
Evidence row 76798
Observed , by baseline/1.
- Kind
- listing
- About
- source_record x402_bazaar:https://iot.halowerk.com/v1/fleet-anomaly
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- 14b985d1b21e56779bb102b22aeeb513b4912efc3e8fd7aa7007182d2f54a8d6
- Leaf
- 0x6862965e6dbe317c8cd840214ab43804042baccb476af40e9382f41756bea8b1
What was observed
{
"endpoints": [
[
"x402",
"https://iot.halowerk.com/v1/fleet-anomaly"
]
],
"name": "iotwerk_fleet_anomaly",
"owner_address": "0x2880edfff13100677bf97a3cbdf3bc34771c4e5e",
"raw": {
"accepts": [
{
"amount": "3000",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"currency": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"asset": "USDC",
"assetTransferMethod": "eip3009",
"eip712Domain": {
"chainId": 8453,
"name": "USD Coin",
"verifyingContract": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"version": "2"
},
"name": "USD Coin",
"network_name": "Base Mainnet",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:8453",
"payTo": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E",
"recipient": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E",
"scheme": "exact"
}
],
"description": "Computes cohort median, median absolute deviation and robust z-scores for one numeric reading per device. A caller-selected threshold determines flags. It detects cross-sectional outliers only and does not diagnose root cause or learn temporal behavior.",
"extensions": {
"bazaar": {
"info": {
"input": {
"bodyType": "json",
"exampleUrl": "https://iot.halowerk.com/v1/fleet-anomaly/schema#/requestExample",
"method": "POST",
"schemaUrl": "https://iot.halowerk.com/v1/fleet-anomaly/schema#/inputSchema",
"type": "http"
},
"output": {
"example": {
"flagged_devices": [
"pump-4"
],
"mad": 0.15,
"median": 10.15,
"method": "median absolute deviation robust z-score",
"scores": [
{
"device_id": "pump-1",
"direction": "low",
"flagged": false,
"robust_z": -0.22483,
"value": 10.1
},
{
"device_id": "pump-2",
"direction": "low",
"flagged": false,
"robust_z": -1.12415,
"value": 9.9
},
{
"device_id": "pump-3",
"direction": "high",
"flagged": false,
"robust_z": 0.22483,
"value": 10.2
},
{
"device_id": "pump-4",
"direction": "high",
"flagged": true,
"robust_z": 37.546596,
"value": 18.5
}
],
"threshold": 3.5,
"zero_mad_policy": "not_applied"
},
"exampleUrl": "https://iot.halowerk.com/v1/fleet-anomaly/schema#/outputExample",
"schemaUrl": "https://iot.halowerk.com/v1/fleet-anomaly/schema#/outputSchema",
"type": "json"
}
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": true,
"properties": {
"input": {
"additionalProperties": true,
"properties": {
"bodyType": {
"const": "json"
},
"exampleUrl": {
"format": "uri",
"type": "string"
},
"method": {
"const": "POST"
},
"schemaUrl": {
"format": "uri",
"type": "string"
},
"type": {
"const": "http"
}
},
"required": [
"type",
"method",
"bodyType"
],
"type": "object"
},
"output": {
"additionalProperties": true,
"properties": {
"exampleUrl": {
"format": "uri",
"type": "string"
},
"schemaUrl": {
"format": "uri",
"type": "string"
},
"type": {
"const": "json"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}
}
},
"lastUpdated": "2026-10-26T00:14:49.691Z",
"quality": {
"l30DaysTotalCalls": 12,
"l30DaysUniquePayers": 6,
"lastCalledAt": "2026-10-26T00:14:49.499Z"
},
"resource": "https://iot.halowerk.com/v1/fleet-anomaly",
"serviceName": "iotwerk_fleet_anomaly",
"tags": [
"iot",
"fleet",
"anomaly"
],
"type": "http",
"x402Version": 2
},
"source": "x402_bazaar",
"summary": "Computes cohort median, median absolute deviation and robust z-scores for one numeric reading per device. A caller-selected threshold determines flags. It detects cross-sectional outliers only and does not diagnose root cause or learn temporal behavior."
}What the leaf hashes
{"body":"14b985d1b21e56779bb102b22aeeb513b4912efc3e8fd7aa7007182d2f54a8d6","id":76798,"kind":"listing","method":"baseline/1","observed_us":1793025492954159,"prev":null,"subject":"x402_bazaar:https://iot.halowerk.com/v1/fleet-anomaly","subject_kind":"source_record"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (296695 rows).
- 0x6862b035e134702d29ee845764d3fe188d88626d8969f614512f04bbf263600d
- 0xda09af1c4729a7b5bf4ada057f69910e89c4ba20ac51aba30692593b38066e1d
- 0x0502d792e07737d24efc5421bfe166f51d11b7f04d852b0982ca1b87cf334a42
- 0x8e95e8abd1831c298ac6155fdba7f0503fde558bfa290c85dbf2ede17b0b9869
- 0xa8120c0f5e003772266554fafd8099b78187e63743ce27b697e2ed984ba0de76
- 0x8e8b028514e7ea7545f5cf2d773aee04691472c89ee237ed4ea30fa3030584a1
- 0x0bd96f373063c66e0439187493f858c668c3644b31c93d7631fd4e1ee191f6e7
- 0x667df1eb5438391477f4248bbe916d73c531e511e0fc8ebab611cd8427d63cfd
- 0x93e9853b7e7c3fbd2e76b2acee2d32edfe8d3f0c87ff002072ea66bdd6c35b44
- 0x13e4c71dea6ead16b673621a000980228fb6632849515de881753d7ecc85106a
- 0x413b0c9464d3b38d47c32aba246ca98fb26aca16664bc872d8c725efdcf42145
- 0x9483a0a7a066ffc2fb890c8f34dbc91bf373e546e4a3800b76064288b3cc4875
- 0x5f350d70c252ff1169c0210fd45fce1b0ab8d7316f048741a9e90a6c8cb65dcf
- 0x9a79c65e077cd9da9d436b3ade6f5ddc0d244510c4d5903ef2f02d81205f7666
- 0xa2d436d488e3600b0e5c3e3ed9c9234cd52853c59830b786334fd0c4292d9f40
- 0x47b89901b0f07938a6b9a66ddf35683903f79d756a7c7763665fd632758b08d0
- 0x9a83be955a206deb65b995adfd92c58fa31c95fbbf926bd199d300e70b08b26d
- 0x20704208aa6923d6b2450ef74ede87a6e0265d46447926038fe9506e9e154b2d
- 0x9b9ce5b74b9bab5121612ef6b64920a8d453cbf311096a423eef9702747e868a
- Day root
- 0xf43e8dcc3d451a4788b26be904c55e8c4c0fa75c9666796c51db38d37e2c0df8
- Chained
- 0x702d5ac508f08b0d1accf36af25822d8e5660367494edd17a642fb61e158a57a
- Published
- On Arc Testnet, block 69251483: 0x495162f8936e19f0039918feebe6c307f327cd6bf8c37219620b1970041fa9ae