{"uid":"cap_pGLtyo6k62wcefoz3GHpM","slug":"transcript-preparation-record-quality-audit-string-normalisation-2ba1a087","name":"Transcript Preparation — Record Quality Audit + String Normalisation + Keyed Dataset Comparison","description":"Transcript preparation — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied transcript preparation records (transcribed_minutes, source_minutes). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-writing-12-207?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","transcribed_minutes","source_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"source_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"transcribed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","source_minutes":1,"transcribed_minutes":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","source_minutes":2,"transcribed_minutes":20},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":15},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","transcribed_minutes","source_minutes"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"document_group":{"type":"string","default":"","maxLength":80},"source_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"transcribed_minutes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","document_group":"group-a","source_minutes":1,"transcribed_minutes":10},{"date":"2026-10-02","row_id":"row-2","document_group":"group-b","source_minutes":2,"transcribed_minutes":21},{"date":"2026-10-03","row_id":"row-3","document_group":"group-a","source_minutes":3,"transcribed_minutes":17},{"date":"2026-10-04","row_id":"row-4","document_group":"group-b","source_minutes":4,"transcribed_minutes":33}],"maxItems":200,"minItems":0}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","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":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_0F-KpfnjiN2jjAqiajZtp","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Audits record quality, normalises strings, and compares two keyed transcript datasets (transcribed_minutes vs source_minutes) for up to 200 rows, returning 3 independent analytical reports.","exampleAgentPrompt":"Can you run a quality audit, string normalisation, and keyed comparison on these transcript preparation records — I have up to 50 rows each with a row_id, document_group, date, transcribed_minutes, and source_minutes — and give me all three reports?","exampleUseCases":[{"title":"Meeting transcript accuracy check","prompt":"I have 80 rows of meeting transcript records with row IDs, document groups, dates, transcribed_minutes, and source_minutes — can you audit their quality, normalise the string fields, and compare the transcribed values against the source values to find any discrepancies?"},{"title":"Transcription pipeline validation","prompt":"Before we move these transcript preparation records to production, can you run all three checks — record quality audit, string normalisation, and a keyed comparison of transcribed_minutes vs source_minutes — across all 150 rows in our pipeline dataset?"},{"title":"Multi-group transcript QA report","prompt":"We have transcripts split across two document groups and I need to know where transcribed_minutes diverges from source_minutes; please audit record quality, normalise the strings, and do a keyed dataset comparison for these 40 rows."}],"resultDescription":"Three independent reports: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) a string normalisation report showing standardised text fields; and (3) a keyed dataset comparison report highlighting row-level differences between transcribed_minutes and source_minutes across up to 200 rows.","failureModes":["Exceeding 200 rows returns a validation error","Rows missing required fields (row_id, date, transcribed_minutes, source_minutes) are rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Numeric values outside the allowed range (-1e12 to 1e12) are rejected","Empty rows array returns an error (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you need simultaneous record quality auditing, string normalisation, and keyed comparison between transcribed and source minute values in a single call for up to 200 transcript preparation rows. It is ideal for batch validation of transcription pipelines where you want three distinct analytical perspectives on the same dataset without making multiple API calls or requiring any external data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:33:40.068Z","isFirstParty":false,"canonicalSlug":"transcript-preparation-record-quality-audit-string-normalisation-2ba1a087"}