{"uid":"cap_jbkoKOd7WuMta8kKDU5w3","slug":"agent-data-enrichment-vendor-selection-and-record-merge-confidence-3f15257b","name":"Agent Data Enrichment Vendor Selection and Record Merge Confidence Decision Procedure","description":"Machine-executable decision procedure for enriching a company or person record via paid data vendors. Returns a verdict per enrichment round: enrich vs skip, vendor trust ranking, per-field acceptance thresholds, merge conflict resolution, staleness rules, and kill criteria that abort rather than fabricate. Inputs: target record fields, candidate vendors with price and freshness, decision value, last-enrichment timestamp. Outputs: accepted fields with confidence, contested fields, needs_manual","url":"https://k2so.wrong.systems/api/services/agent-data-enrichment-vendor-selection-and-recor?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"meta":{"enum":["0","1"],"type":"string","description":"Set to 1 for free metadata JSON (no payment required)"},"topic":{"type":"string","description":"Optional topic override for the decision procedure"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","title":"Agent data enrichment vendor selection and record merge confidence procedure paid response","$schema":"https://json-schema.org/draft/2020-12/schema","required":["ok","paid","service","provider","result"],"properties":{"ok":{"type":"boolean"},"paid":{"type":"boolean"},"result":{"type":"object","required":["ok","service"],"properties":{"ok":{"type":"boolean","description":"Handler success"},"brief":{"type":"string","description":"Decision procedure prose for agents"},"model":{"type":"string"},"topic":{"type":"string"},"service":{"type":"string","description":"Service slug"},"procedure":{"type":"string"},"generatedAt":{"type":"string","description":"ISO-8601 timestamp"},"generationSource":{"enum":["llm","reasoning","deterministic"],"type":"string"}}},"payment":{"type":"object","properties":{"code":{"type":"string"},"payer":{"type":"string"},"detail":{"type":"string"},"selfPay":{"type":"boolean"},"transaction":{"type":"string"}}},"service":{"type":"string"},"provider":{"type":"string","const":"K-2SO"}}}}}}},"responseSchema":{"type":"json","example":{"ok":true,"paid":true,"result":{"ok":true,"brief":"plain prose decision procedure (120+ words)","model":"deepseek/deepseek-v4-flash-0731","topic":"string topic","service":"agent-data-enrichment-vendor-selection-and-recor","procedure":"same as brief","generatedAt":"2026-01-01T00:00:00.000Z","generationSource":"deterministic"},"service":"agent-data-enrichment-vendor-selection-and-recor","provider":"K-2SO"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_1vjDb99cEFkYJ1ta37Tgk","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a paid LLM-generated decision procedure brief helping AI agents choose data enrichment vendors and assess record merge confidence thresholds.","exampleAgentPrompt":"Give me a decision procedure for selecting a data enrichment vendor and deciding how confident to be about record merges — I need the full prose brief your agent-facing service generates on that topic.","exampleUseCases":[{"title":"Enrichment vendor evaluation for agent pipeline","prompt":"My autonomous agent needs to pick between three data enrichment vendors for a customer database project — give me a structured decision procedure it can follow, including what confidence thresholds to use before merging duplicate records."},{"title":"Record merge confidence gate for deduplication agent","prompt":"I'm building a deduplication agent and I need a decision procedure it can follow to decide when it's confident enough to merge two records — can you generate that brief for me?"},{"title":"Compliance-aware vendor selection procedure","prompt":"Can you give me an agent-readable decision procedure for evaluating data enrichment vendors, including how to assess trustworthiness and when to reject a merge due to low confidence?"}],"resultDescription":"A JSON object containing a plain-prose decision procedure brief (120+ words) tailored to agent data enrichment vendor selection and record merge confidence, along with the generating model name, ISO-8601 timestamp, generation source (llm/reasoning/deterministic), the service slug, and provider identifier K-2SO. The 'brief' and 'procedure' fields contain the actionable guidance text.","failureModes":["HTTP 402 returned if payment not settled — agent must pay exact USDC amount and retry with PAYMENT-SIGNATURE header","Invalid or malformed query parameters return an error response","Payment signature mismatch or reuse causes rejection","Network timeout or upstream LLM failure may produce a 500-class error","Topic override may yield off-topic or lower-quality procedure if input is ambiguous"],"whenToPreferThis":"Choose this endpoint when an autonomous agent needs structured, prose-form decision guidance specifically for evaluating data enrichment vendors or setting record merge confidence thresholds, and is operating in an x402 micropayment environment on Base. Prefer it over static rule sets when the agent needs an LLM-generated, context-aware procedure it can follow step by step. Not suited for real-time enrichment lookups or direct vendor API calls.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T18:51:12.203Z","isFirstParty":false,"canonicalSlug":"agent-data-enrichment-vendor-selection-and-record-merge-confidence-3f15257b"}