{"uid":"cap_nWEnBal7fC4lAXqeHhtFt","slug":"one-engine-text-mention-extractor-t7-615d4a04","name":"ONE Engine Text Mention Extractor (t7)","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/t7?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":"0.0065","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":"$0.0065/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.0065","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.0065","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_HybTAFZTyah4A1Y_--X73","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.0065","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Extracts and returns mentions (e.g. named entities, references, or tagged terms) found within a block of text up to 50,000 characters.","exampleAgentPrompt":"Can you extract all the mentions — people, places, organizations, or any notable references — from this article text? Here it is: 'Apple CEO Tim Cook announced a new partnership with OpenAI in San Francisco last Tuesday, according to Bloomberg.'","exampleUseCases":[{"title":"Named entity extraction from news","prompt":"Go through this news article and pull out every mention of people, companies, and locations: 'Elon Musk's SpaceX secured a NASA contract in Houston while Tesla's Berlin Gigafactory faces scrutiny from German regulators.'"},{"title":"Mention mining from research paper","prompt":"I have a 40,000-character research paper excerpt — can you identify all the mentions of authors, institutions, and cited works in it? Here's the text: [paste text]."},{"title":"Social media reference detection","prompt":"Scan this batch of Twitter post text and extract every mention of brands, hashtags, and public figures: 'Just saw @elonmusk tweet about #Tesla and #SpaceX — feels like a big week for #EV fans.'"}],"resultDescription":"A JSON object containing the extracted mentions found in the input text, such as named entities, references, or tagged terms detected by the t7 model variant.","failureModes":["Text exceeds 50,000 character limit — request rejected or truncated","Empty or missing 'text' field — validation error returned","Ambiguous or low-signal text may yield sparse or empty mentions list","Payment failure via x402 — 402 response, call not processed","Service unavailability on Cloudflare Workers edge — 5xx error"],"whenToPreferThis":"Choose this endpoint when you need a low-cost, pay-per-call mention or entity extraction from raw text and are operating within an x402/Base payment-enabled agent pipeline. It is well-suited for agents processing articles, transcripts, or documents up to 50,000 characters where lightweight per-call billing is preferred over a subscription NLP service.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-02T12:44:13.407Z","isFirstParty":false,"canonicalSlug":"one-engine-text-mention-extractor-t7-615d4a04"}