← The evidence ledger
Evidence row 2202028
Observed , by sync.x402_bazaar/1.
- Kind
- listing
- About
- source_record x402_bazaar:https://crypto-math.x402tookit.com/entropy
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- 1c79ab93a606db5a32a226ba156cf5b5bc3c13579fcfb161b677b1749dc3bff2
- Leaf
- 0xe845ee3bedde1789ada713d2f4a34bfb9c8520f8c5e0c0a7c61eb0be84093cef
What was observed
{
"endpoints": [
[
"x402",
"https://crypto-math.x402tookit.com/entropy"
]
],
"name": "Crypto Math",
"owner_address": "0xb531320805c5bed1d46aeadcf4f008fdf172dbda",
"raw": {
"accepts": [
{
"amount": "20000",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:8453",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"extra": {
"feePayer": "D6ZhtNQ5nT9ZnTHUbqXZsTx5MH2rPFiBBggX4hY1WePM",
"transactionVersions": [
0
]
},
"maxTimeoutSeconds": 300,
"network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
"payTo": "DUPiupXtuox38dcGoXUKer5mAydCzmaHjrbQ66qeEm8s",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:137",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:42161",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
}
],
"description": "Shannon entropy in bits per symbol from a frequency table, plus min-entropy, collision entropy and efficiency.",
"extensions": {
"bazaar": {
"info": {
"input": {
"method": "GET",
"queryParams": {
"table": "a:4,b:2,c:1,d:1"
},
"type": "http"
},
"output": {
"example": {
"asOf": "2026-10-11T23:46:28.507Z",
"collisionEntropyBits": 1.540568381,
"degraded": false,
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"efficiency": 0.875,
"entropyBitsPerSymbol": 1.75,
"maxEntropyBits": 2,
"minEntropyBits": 1,
"notChecked": [
"that the table reflects the real source: entropy of a sample is not the entropy of how a secret was chosen",
"dependence between symbols (this is zeroth-order, memoryless entropy)",
"…1 more"
],
"perfectBitsToEncodeOneSymbol": 1.75,
"reasons": [
"H = -sum p*log2(p) over symbols with non-zero probability; counts are normalised to probabilities.",
"An optimal symbol code averages between H and H + 1 bits per symbol (Shannon source coding theorem)."
],
"redundancyBits": 0.25,
"sampleSize": 8,
"source": "Shannon (1948) entropy H = -sum p log2 p, computed locally",
"summary": "Shannon entropy 1.75 bits per symbol over 4 symbol(s) (maximum 2).",
"symbols": 4,
"symbolsWithZeroCount": 0,
"totalInformationBits": 14,
"verdict": "COMPUTED"
},
"type": "json"
}
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"method": {
"enum": [
"GET"
],
"type": "string"
},
"queryParams": {
"properties": {
"table": {
"description": "Comma-separated counts or probabilities, optionally label:count, e.g. a:5,b:3,c:2 or 0.5,0.25,0.25 (1 to 1000 symbols)",
"type": "string"
}
},
"required": [
"table"
],
"type": "object"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"properties": {
"asOf": {
"type": [
"null",
"string"
]
},
"collisionEntropyBits": {
"type": [
"null",
"number"
]
},
"degraded": {
"type": [
"boolean",
"null"
]
},
"disclaimer": {
"type": [
"null",
"string"
]
},
"efficiency": {
"type": [
"null",
"number"
]
},
"entropyBitsPerSymbol": {
"type": [
"null",
"number"
]
},
"maxEntropyBits": {
"type": [
"null",
"number"
]
},
"minEntropyBits": {
"type": [
"null",
"number"
]
},
"notChecked": {
"items": {
"type": "string"
},
"type": [
"array",
"null"
]
},
"perfectBitsToEncodeOneSymbol": {
"type": [
"null",
"number"
]
},
"reasons": {
"items": {
"type": "string"
},
"type": [
"array",
"null"
]
},
"redundancyBits": {
"type": [
"null",
"number"
]
},
"sampleSize": {
"type": [
"null",
"number"
]
},
"source": {
"type": [
"null",
"string"
]
},
"summary": {
"type": [
"null",
"string"
]
},
"symbols": {
"type": [
"null",
"number"
]
},
"symbolsWithZeroCount": {
"type": [
"null",
"number"
]
},
"totalInformationBits": {
"type": [
"null",
"number"
]
},
"verdict": {
"type": [
"null",
"string"
]
}
},
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}
}
},
"lastUpdated": "2026-11-01T22:46:12.307Z",
"quality": {
"l30DaysTotalCalls": 2,
"l30DaysUniquePayers": 2,
"lastCalledAt": "2026-11-01T22:46:12.131Z"
},
"resource": "https://crypto-math.x402tookit.com/entropy",
"serviceName": "Crypto Math",
"tags": [
"entropy",
"shannon",
"information-theory",
"frequency"
],
"type": "http",
"x402Version": 2
},
"source": "x402_bazaar",
"summary": "Shannon entropy in bits per symbol from a frequency table, plus min-entropy, collision entropy and efficiency."
}What the leaf hashes
{"body":"1c79ab93a606db5a32a226ba156cf5b5bc3c13579fcfb161b677b1749dc3bff2","id":2202028,"kind":"listing","method":"sync.x402_bazaar/1","observed_us":1793646811409934,"prev":null,"subject":"x402_bazaar:https://crypto-math.x402tookit.com/entropy","subject_kind":"source_record"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (444186 rows).
- 0xe84614131e6d2488490b76cd8686815e91dbb9761cc30fd59c47668778017b59
- 0xd4602f6336ee7e3b6e06d1b2caee6664f2a9bfca702105acde677921ccb1fa1b
- 0x8ec4a3f412ddfab2d2638ddc49368e530c482b2a771b62ec2353b5c49ec1f895
- 0x68fccb9bea3e6f04d3026eeb615cdd008a7c2fd907d4c79af6a747b7d366f513
- 0x4f3e2350f6c7c11e06cc8f5d4b9c2edb8000bddf6e9924e1f4396458520c0e63
- 0x46d8e1af3bf20aaa74b0db62aca0fff322e93027c9a8672a3d612b0eb396b276
- 0x06c772c954f089b262fb958f9fcb84f5e582960cfdd118eafd008e790c050619
- 0xd6cab57a660dde0d8c3599172a57971b78dcabdff7a98ae50168be4d7b3ceb53
- 0x37260c0df9efb143e0b22ca0c8ba0f42aa041d3994357df63d25093dfd282638
- 0x069079eecd417dc7260a2829088c970ddf1db3afda4800d4be021fd33dea64f3
- 0x539b790d68c0b6a309b522634b35f80bf5a78c4a6477a411e00939a1c31f6a60
- 0x841ad4eaef71169e03e95d2082a5c83db1b3a56a9753b17df04fe34aa579b749
- 0x0418958fa118b0a6a70d8e336a1073213853f5a3502b9ffc66202cc82d3dd472
- 0xf02baa2f8f9b385919b2f698b2e9351b84bd44118a8d5a72f2d1303df2c329b4
- 0xd643f764eee39146411d4bff8903a327f4f8f55616e14e57281a245206d6ed2b
- 0x6dd7e4db65395e8670c7c2747d44fec79e03305934ef4746bf5dbca04ec6ec49
- 0xec5d643575d83c9e07e65deeef71943b53cbf3007e7e2b9a6ef414081509b0cc
- 0x252cce55f1a3d5391c16f82d7f62494429a5f69b03486d4cfcfb7b2c96d6c884
- Day root
- 0x78fecaabbe319e56f5c4b80fc02e2052e198ad24781da8832a475ff65f2002d1
- Chained
- 0xdc35957db5d1371ca382b9152878ffece28ec7c5cb4f98fd71ddb367f8b999b2
- Published
- On Arc Testnet, block 70432815: 0x56b814612eb2e3e544153df3e91e1f7199106d1e430c7d8c6b653feeb9ebe9af