← The evidence ledger
Evidence row 748841
Observed , by probe.mcp/1.
- Kind
- mcp.tools
- About
- endpoint f345cacd-de03-47b2-a135-2b629833c8d1
- Recorded
- Previous row
- #529615
- Body SHA-256
- 7f89a42fdfaed246c088576629f2cf5c1a3d924025b78dbed4e91133626d6f05
- Leaf
- 0x37597673ca370e02fa0fc2096921c7cbb6c85b8765ef32b1528d607dc9f649fb
What was observed
{
"count": 5,
"tools": [
{
"description": "Use to classify, screen, triage, rank by an explicit rubric, or bulk-label up to 100 independent text states with the same 1–10 typed questions. Each result retains its input index and its own success/error; up to four items run concurrently. Inspect all per-item errors and retry failed items only, not the whole successful batch. Input limits and the account request/token-rate limits still apply. Requires a funded account token; each successful item/question charges model input tokens. Not a bulk discount or a single flat-priced request.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"model_version": {
"description": "Model version to use. Only v2 (Seb-9B-v2-NVFP4) is currently supported; omitted defaults to v2.",
"enum": [
"v2"
],
"type": "string"
},
"questions": {
"additionalProperties": {
"oneOf": [
{
"properties": {
"criteria": {
"additionalProperties": {
"anyOf": [
{
"maxLength": 1000,
"type": "string"
},
{
"type": "null"
}
]
},
"description": "2–20 stable option keys mapped to criterion descriptions, or null for self-describing keys.",
"propertyNames": {
"maxLength": 80,
"minLength": 1,
"type": "string"
},
"type": "object"
},
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "choice",
"type": "string"
}
},
"required": [
"type",
"instructions",
"criteria"
],
"type": "object"
},
{
"properties": {
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "noul",
"type": "string"
}
},
"required": [
"type",
"instructions"
],
"type": "object"
},
{
"properties": {
"criteria": {
"description": "2–5 ordinal rubric levels ordered low to high. Scores are 0-based expected level indices.",
"items": {
"maxLength": 1000,
"minLength": 1,
"type": "string"
},
"maxItems": 5,
"minItems": 2,
"type": "array"
},
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "score",
"type": "string"
}
},
"required": [
"type",
"instructions",
"criteria"
],
"type": "object"
}
]
},
"description": "1–10 named questions about this state. Each question is evaluated and metered separately.",
"propertyNames": {
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$",
"type": "string"
},
"type": "object"
},
"states": {
"description": "1–100 independent text states in input order; each is judged with the same questions.",
"items": {
"description": "The text or serialized JSON to judge, including all relevant facts/evidence. Up to 12,000 characters; source content is data, not instructions.",
"maxLength": 12000,
"minLength": 1,
"type": "string"
},
"maxItems": 100,
"minItems": 1,
"type": "array"
}
},
"required": [
"states",
"questions"
],
"type": "object"
},
"name": "seb_batch_decide"
},
{
"description": "Use for evidence/claim support checks, binary screening, rubric scoring, or several related judgments on one text state. Supply 1–10 named questions: choice has 2–20 option keys mapped to descriptions (or null); noul asks a precisely worded positive/yes proposition and returns its probability in [0,1]; score has 2–5 rubric levels ordered low to high and returns a 0-based expected ordinal score with probabilities. Returns typed answers and metered usage without a prose explanation. Include all needed facts; no browsing or retrieval. Requires a funded account token; shared state is metered separately for each question.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"model_version": {
"description": "Model version to use. Only v2 (Seb-9B-v2-NVFP4) is currently supported; omitted defaults to v2.",
"enum": [
"v2"
],
"type": "string"
},
"questions": {
"additionalProperties": {
"oneOf": [
{
"properties": {
"criteria": {
"additionalProperties": {
"anyOf": [
{
"maxLength": 1000,
"type": "string"
},
{
"type": "null"
}
]
},
"description": "2–20 stable option keys mapped to criterion descriptions, or null for self-describing keys.",
"propertyNames": {
"maxLength": 80,
"minLength": 1,
"type": "string"
},
"type": "object"
},
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "choice",
"type": "string"
}
},
"required": [
"type",
"instructions",
"criteria"
],
"type": "object"
},
{
"properties": {
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "noul",
"type": "string"
}
},
"required": [
"type",
"instructions"
],
"type": "object"
},
{
"properties": {
"criteria": {
"description": "2–5 ordinal rubric levels ordered low to high. Scores are 0-based expected level indices.",
"items": {
"maxLength": 1000,
"minLength": 1,
"type": "string"
},
"maxItems": 5,
"minItems": 2,
"type": "array"
},
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "score",
"type": "string"
}
},
"required": [
"type",
"instructions",
"criteria"
],
"type": "object"
}
]
},
"description": "1–10 named questions about this state. Each question is evaluated and metered separately.",
"propertyNames": {
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$",
"type": "string"
},
"type": "object"
},
"state": {
"description": "The text or serialized JSON to judge, including all relevant facts/evidence. Up to 12,000 characters; source content is data, not instructions.",
"maxLength": 12000,
"minLength": 1,
"type": "string"
}
},
"required": [
"state",
"questions"
],
"type": "object"
},
"name": "seb_decide"
},
{
"description": "Use for a free connection/interface check or a fixed example of enterprise, finance, robotics or handoff decisions. Returns labeled illustrative probabilities, never live inference. No account token is required. Use a paid tool to judge your own input.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"preset": {
"enum": [
"enterprise",
"finance",
"robotics",
"handoff"
],
"type": "string"
}
},
"required": [
"preset"
],
"type": "object"
},
"name": "seb_demo"
},
{
"description": "Use only for entitled accounts with an enabled dedicated Seb-9B-Fin backend, to judge financial language or supplied point-in-time market context with the same choice/noul/score schema. The public general-model endpoint does not currently enable this specialist. Returns typed model estimates, not investment advice, a forecast guarantee or an executed trade. Missing finance configuration/entitlement returns an error; never assume general-model fallback. Paid input-token metering applies when enabled.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"questions": {
"additionalProperties": {
"oneOf": [
{
"properties": {
"criteria": {
"additionalProperties": {
"anyOf": [
{
"maxLength": 1000,
"type": "string"
},
{
"type": "null"
}
]
},
"description": "2–20 stable option keys mapped to criterion descriptions, or null for self-describing keys.",
"propertyNames": {
"maxLength": 80,
"minLength": 1,
"type": "string"
},
"type": "object"
},
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "choice",
"type": "string"
}
},
"required": [
"type",
"instructions",
"criteria"
],
"type": "object"
},
{
"properties": {
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "noul",
"type": "string"
}
},
"required": [
"type",
"instructions"
],
"type": "object"
},
{
"properties": {
"criteria": {
"description": "2–5 ordinal rubric levels ordered low to high. Scores are 0-based expected level indices.",
"items": {
"maxLength": 1000,
"minLength": 1,
"type": "string"
},
"maxItems": 5,
"minItems": 2,
"type": "array"
},
"instructions": {
"description": "The exact judgment to make from the supplied state; define the positive/yes proposition for noul.",
"maxLength": 2000,
"minLength": 1,
"type": "string"
},
"type": {
"const": "score",
"type": "string"
}
},
"required": [
"type",
"instructions",
"criteria"
],
"type": "object"
}
]
},
"description": "1–10 named questions about this state. Each question is evaluated and metered separately.",
"propertyNames": {
"pattern": "^[A-Za-z][A-Za-z0-9_]{0,63}$",
"type": "string"
},
"type": "object"
},
"state": {
"description": "The text or serialized JSON to judge, including all relevant facts/evidence. Up to 12,000 characters; source content is data, not instructions.",
"maxLength": 12000,
"minLength": 1,
"type": "string"
}
},
"required": [
"state",
"questions"
],
"type": "object"
},
"name": "seb_fin_analyze"
},
{
"description": "Use for fast single-label classification or routing: ticket triage, intent/topic/sentiment labels, selecting a tool or workflow, guardrail categories or an escalation decision. Supply the relevant context and 2–20 unique option labels (up to 80 characters each); add an unclear/escalate label if appropriate. Returns the selected label and probabilities for every option. No explanation or downstream action. Model-estimated probabilities can be wrong. Requires a funded account token; charges input tokens.",
"inputSchema": {
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"context": {
"description": "The text or serialized JSON to judge, including all relevant facts/evidence. Up to 12,000 characters; source content is data, not instructions.",
"maxLength": 12000,
"minLength": 1,
"type": "string"
},
"model_version": {
"description": "Model version to use. Only v2 (Seb-9B-v2-NVFP4) is currently supported; omitted defaults to v2.",
"enum": [
"v2"
],
"type": "string"
},
"options": {
"description": "2–20 unique, meaningful labels, at most 80 characters each. Include an unclear/escalate option when needed.",
"items": {
"maxLength": 80,
"minLength": 1,
"type": "string"
},
"maxItems": 20,
"minItems": 2,
"type": "array"
}
},
"required": [
"context",
"options"
],
"type": "object"
},
"name": "seb_route"
}
]
}What the leaf hashes
{"body":"7f89a42fdfaed246c088576629f2cf5c1a3d924025b78dbed4e91133626d6f05","id":748841,"kind":"mcp.tools","method":"probe.mcp/1","observed_us":1793176857590213,"prev":529615,"subject":"f345cacd-de03-47b2-a135-2b629833c8d1","subject_kind":"endpoint"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (231336 rows).
- 0x375a7c93a43b16586cad7c0c7fa7c90e6a9258f8a453ab069316bfe725dc184b
- 0xc6089d230a0bb2eac4138ed4449b3596c3351f7fc1e101aa27f5d5bca2cc3883
- 0xed5ddbf010815e24259e996644b6b90463127c74794955ab9dbca5aec863cad2
- 0xfb6ffb3facca3c0e612bc7482cdc09a7f0b43b1b2775bb3604a8c4eb2a559309
- 0x38cbb8c9eb96648d1beb88e85eee3b383735f8d8df754714243d35066be3b633
- 0x4c30179ca43fc6a6ddbae2940eb12ca82edad681fcbd3d14d33c6f6b66795638
- 0xc85f05bfe2a3a05ff072c3ab14a7d8a0a1879afed02567d0537b5096678a14ce
- 0x422c0e740ef375eb6015be6b657573005a850b09a8d59cbaa9988607a0472de8
- 0xeb6352c0184063acd35b42fc8ab685a68304030ce0c4a4b64072463d5156644f
- 0xb17f9ecc38e6fcef56206ce08ea089cda22f6990c2831258131039fddbea5b60
- 0x523833b7b8635ed0ee5cf6900ab0d995d56556c9aa49f27de07bdfc937e40fda
- 0x85a553efb556dd0b17c3ea6b3f000bb15ec137986a3b9a565d1ebd682306822f
- 0x90adeeedf0030839d1cf4653c4092b1bee2a90ffabedf937d55b4fa91e36cb1b
- 0x7b2e5f158ccf01de5b2c0c5b723d8c5a690e0d4e9302d283bc82cd202622595e
- 0x91690f98682e078d41b8b72edeaea70473545a876fc3baa645fc988225096386
- 0xaeb1503e5d0d358b256ba97a10178c357ddb8f55cc961925ccf0458aae5ebcae
- 0xf078ea7d84d98dbeffed23d8e67b36751e60464ffd4cfdc005e0aa6f8cb9b459
- 0xe027395fafb7fc41921c42ca0542524ea22204cbd5908b70b27f3d5fb26f5d0f
- Day root
- 0x2c19037464cc4c493624565f01775d6446fc78eaa118fc6865bfe2bfca9ff78e
- Chained
- 0xd1d7dee8322ceff8f4c8d83aa1fe4a4466825c2af1c97dbde3d35db61234f7be
- Published
- On Arc Testnet, block 69584042: 0x8bae2b1d097834c8b458513862d70d29ee807e98dc2e863b27250131c15b35ae