{"uid":"cap_AFNLLR_XB6-Gy0hh8JIn7","slug":"one-engine-text-mention-extractor-t5-3deed766","name":"ONE Engine Text Mention Extractor (t5)","description":"Low-cost pay-per-call utility APIs for autonomous agents using x402 on Base.","url":"https://one-search.one-engine.workers.dev/v3/text-extract/mentions/t5?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"Text up to 50000 characters"}}},"responseSchema":{"type":"object","additionalProperties":true},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.0025","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.0025/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.0025","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.0025","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_DFMKmz8tFkK3cFVDwoKpz","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.0025","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Extracts mentions (entities, references, or named items) from a block of text up to 50,000 characters using a t5-based model.","exampleAgentPrompt":"Scan this article text for all mentions — people, organizations, locations, or other named references — and return them: \"Apple CEO Tim Cook announced today in Cupertino that the company will partner with OpenAI to bring AI features to the iPhone 16 lineup.\"","exampleUseCases":[{"title":"Entity extraction from news articles","prompt":"Pull out every person, organization, and place mentioned in this news article text: \"Elon Musk's SpaceX launched another Starlink mission from Cape Canaveral on Tuesday, with NASA officials present at the launch site.\""},{"title":"Brand mention detection in customer reviews","prompt":"I have a block of customer feedback text — can you identify every brand or product name mentioned in it? Here it is: \"I switched from Samsung to Apple last year, and while I miss the Google Assistant integration, I'm happy with Siri overall.\""},{"title":"People reference extraction from meeting notes","prompt":"Go through these meeting notes and extract all the people mentioned so I can follow up with them: \"Sarah confirmed the timeline, James raised budget concerns, and the director from Accenture suggested we loop in their legal team.\""}],"resultDescription":"A JSON object containing extracted mentions found within the input text — likely including entity names, types, and positions or context depending on the model output. The exact schema is open-ended (additionalProperties: true), so field names and structure may vary.","failureModes":["Text exceeds 50,000 character limit — request rejected or truncated","Empty or missing 'text' field — validation error","Malformed JSON request body — 400 error","Payment not included or insufficient (x402 protocol) — 402 Payment Required","Upstream model timeout for very dense or complex text — 500 error","No mentions detected in text — empty or minimal result object returned"],"whenToPreferThis":"Choose this endpoint when you need a low-cost, pay-per-call mention or named entity extraction from freeform text without committing to a subscription. Ideal for autonomous agents processing documents on demand where cost-per-call matters. Prefer this over heavier NLP pipelines when you need quick entity mention extraction without fine-grained classification or co-reference resolution.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T12:43:45.116Z","isFirstParty":false,"canonicalSlug":"one-engine-text-mention-extractor-t5-3deed766"}