{"id":529615,"recorded_at":"2026-10-27T18:28:18.522603Z","observed_at":"2026-10-27T18:28:18.522526Z","subject_kind":"endpoint","subject":"f345cacd-de03-47b2-a135-2b629833c8d1","kind":"mcp.tools","method":"probe.mcp/1","body":{"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 question-rate limit 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":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"questions":{"additionalProperties":{"oneOf":[{"properties":{"criteria":{"additionalProperties":{"anyOf":[{"maxLength":1000,"type":"string"},{"type":"null"}]},"description":"2–20 stable option keys mapped to criterion descriptions, or null for self-describing keys.","propertyNames":{"maxLength":80,"minLength":1,"type":"string"},"type":"object"},"instructions":{"description":"The exact judgment to make from the supplied state; define the positive/yes proposition for noul.","maxLength":2000,"minLength":1,"type":"string"},"type":{"const":"choice","type":"string"}},"required":["type","instructions","criteria"],"type":"object"},{"properties":{"instructions":{"description":"The exact judgment to make from the supplied state; define the positive/yes proposition for noul.","maxLength":2000,"minLength":1,"type":"string"},"type":{"const":"noul","type":"string"}},"required":["type","instructions"],"type":"object"},{"properties":{"criteria":{"description":"2–5 ordinal rubric levels ordered low to high. Scores are 0-based expected level indices.","items":{"maxLength":1000,"minLength":1,"type":"string"},"maxItems":5,"minItems":2,"type":"array"},"instructions":{"description":"The exact judgment to make from the supplied state; define the positive/yes proposition for noul.","maxLength":2000,"minLength":1,"type":"string"},"type":{"const":"score","type":"string"}},"required":["type","instructions","criteria"],"type":"object"}]},"description":"1–10 named questions about this state. Each question is evaluated and metered separately.","propertyNames":{"pattern":"^[A-Za-z][A-Za-z0-9_]{0,63}$","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":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"questions":{"additionalProperties":{"oneOf":[{"properties":{"criteria":{"additionalProperties":{"anyOf":[{"maxLength":1000,"type":"string"},{"type":"null"}]},"description":"2–20 stable option keys mapped to criterion descriptions, or null for self-describing keys.","propertyNames":{"maxLength":80,"minLength":1,"type":"string"},"type":"object"},"instructions":{"description":"The exact judgment to make from the supplied state; define the positive/yes proposition for noul.","maxLength":2000,"minLength":1,"type":"string"},"type":{"const":"choice","type":"string"}},"required":["type","instructions","criteria"],"type":"object"},{"properties":{"instructions":{"description":"The exact judgment to make from the supplied state; define the positive/yes proposition for noul.","maxLength":2000,"minLength":1,"type":"string"},"type":{"const":"noul","type":"string"}},"required":["type","instructions"],"type":"object"},{"properties":{"criteria":{"description":"2–5 ordinal rubric levels ordered low to high. Scores are 0-based expected level indices.","items":{"maxLength":1000,"minLength":1,"type":"string"},"maxItems":5,"minItems":2,"type":"array"},"instructions":{"description":"The exact judgment to make from the supplied state; define the positive/yes proposition for noul.","maxLength":2000,"minLength":1,"type":"string"},"type":{"const":"score","type":"string"}},"required":["type","instructions","criteria"],"type":"object"}]},"description":"1–10 named questions about this state. Each question is evaluated and metered separately.","propertyNames":{"pattern":"^[A-Za-z][A-Za-z0-9_]{0,63}$","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"},"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"}]},"body_sha256":"35e4dabdd7c22fb69fe9185b25ab290665837057ed8ef6470ca02732b9f3a036","prev_id":null,"leaf":"0x172baa347bad79d7d34d14337b1cecbe1ea0177ee3ef2b4ec2f8f3f13a44f9f6","leaf_text":"{\"body\":\"35e4dabdd7c22fb69fe9185b25ab290665837057ed8ef6470ca02732b9f3a036\",\"id\":529615,\"kind\":\"mcp.tools\",\"method\":\"probe.mcp/1\",\"observed_us\":1793125698522526,\"prev\":null,\"subject\":\"f345cacd-de03-47b2-a135-2b629833c8d1\",\"subject_kind\":\"endpoint\"}","day":{"day":"2026-10-27","leaves":273461,"root":"0xdd77e5e99da32c3f154180d63e3c3e6fe11e896a2c6896412ef6b5c4bcf7e795","chained":"0x23bb4dfd09f55c15ac3962f53578e02c6114d5bfd9bb451cf8794fb6e2817ef4","anchor_chain":"eip155:5042002","anchor_tx":"0xb2ebd83aafeb765a0ce66e76aefb133ed06606c98038fd56191e2bcd1dcb77b4","anchor_block":69414147},"proof":["0x172bc9d92842063d808f135e34419f54ba8ea5fca85e2f9c763ab3eac483d485","0x4817dc9188a469d102a771a093ad7c52d8706cd453dff503c1d8599b5f73f893","0x7e5e3daf8c04d41b2781a69be88220e97ac0fcef6af9b28387d056d20f1ad60a","0x1813243500a8b8864a21f84853dda4f8f43f0fa832ed1a55b381f06b4c9293e5","0xe7153ebd0198ced6743099babc71c463eff68c64c6fccf7833a5c9bc8a2ff717","0x13f1d637728ae69d3037d5504aa1d0fa4ac661e662ba1cc2eb2e4741a84e263b","0x6f7ea82bdb6562a3a960b66dd593c0057361132b623859b873fb87e68c694b56","0xe81120b6407e5f18c058f6fc1efedb7836c4b36ee9f7fdbe9c435a0dccc9cd76","0x0df1fb44427357e58307d84a45e03c9e706b5fb01395347b3ee655f25e9ed366","0x861995f66b2c7dda0fe888eaf41c09c8b0fb9e6b5ea3c1a3eea03360981ac42f","0xf79d4220a9fc71105fb136100defea9d0ad81dbe57947e6220e673f633a3e805","0x7afa806e5533c63e57a18fda23b38702b370e8b298a35edc0c1de641c8ffcaec","0xca0b37bb3b043ccf0f24c50fccd9c2f22b7e5290df49886008fc2ff55380fdd1","0x2064e3a2b01d0d12d5079bf720a0d0125e9703c55e92de54ad40c302469ec047","0x6913cb48392acb8dc5c940dcdb6e6fc889d544f85dff11da249551a5f027e688","0x518b93854db03dc9fc938883abf30da6eaae5ae0d4336903968fd32a7df8c71b","0x22c1fb9487ee0b9732fa017a0cc321eb27a60c08450d112f755089796e12cb1c","0xa20d48798a34aba12eb9c7297722982d910f06c148f5e27ac59307422964a585","0x9fc354c0ea3efc3f1b6548bb77ea902a50f2c9647647ea61592efce2bd795699"]}