{"uid":"cap_SL5Y6XpdLn1SubyC1aNoT","slug":"entity-extract-heuristic-bulk-7889b6da","name":"entity-extract-heuristic-bulk","description":"Bulk entity extract heuristic: up to 20 urls in one call, processed concurrently, results returned in input order with a per-item error field and a count of failures. Same answer per item as the single /page/entities endpoint (Named-entity candidates from a page without an LLM). Batch enrichment for agents that hold a list. $0.01 per batch.","url":"https://intel.rallylive.ca/bulk/page/entities","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","properties":{}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.1","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":"$0.1/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.1","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_cf3MrkIpnPYTutO57s644","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.1","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Extracts named-entity candidates from up to 20 URLs concurrently using heuristics (no LLM), returning results in input order with per-item error fields","exampleAgentPrompt":"Can you extract all named entities — people, places, organizations — from these 15 URLs at once and group the results by URL? Use the heuristic bulk extractor so we don't burn LLM tokens.","exampleUseCases":[{"title":"News article entity enrichment pipeline","prompt":"I have a list of 18 news article URLs from today — can you pull out all the named entities mentioned in each one concurrently and give me the results grouped by article? Use the heuristic approach, not an LLM."},{"title":"Competitor mention monitoring across pages","prompt":"Here are 12 competitor blog post URLs — extract the named entities from all of them in one shot so I can see which people and organizations each page references."},{"title":"Research dataset URL batch annotation","prompt":"I've got 20 research paper landing pages I need to annotate with named entities for my dataset. Can you run the heuristic bulk entity extractor across all of them and flag any pages that failed?"}],"resultDescription":"An ordered array of per-URL results matching the input URL order. Each item contains the named-entity candidates extracted heuristically from that page (people, organizations, locations, etc.) plus a per-item error field if that URL failed. A top-level failure count summarizes how many URLs could not be processed.","failureModes":["URL unreachable or returns non-200 status — per-item error field populated, counted in failure total","Batch exceeds 20 URL limit — request rejected or truncated","Malformed URL in input list — per-item error, processing continues for valid URLs","Page content not parseable as HTML — empty entity list or error for that item","Timeout fetching a slow URL — per-item error recorded","Payment not fulfilled (x402) — entire request rejected before processing"],"whenToPreferThis":"Choose this endpoint when you already have a list of URLs (up to 20) and need entity extraction across all of them in a single roundtrip without the cost or latency of an LLM. It is ideal for bulk enrichment pipelines, dataset annotation, and monitoring workflows where heuristic-quality NER is sufficient and LLM inference cost must be avoided. Prefer the single /page/entities endpoint when you have only one URL or need to inspect a single result interactively.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T07:19:39.614Z","isFirstParty":false}