Triple

T5166862
Position Surface form Disambiguated ID Type / Status
Subject Clinical Laboratory Improvement Amendments program E116581 entity
Predicate authorizedBy P29 FINISHED
Object Clinical Laboratory Improvement Amendments of 1988
The Clinical Laboratory Improvement Amendments of 1988 are U.S. federal regulations that establish quality standards for all clinical laboratory testing performed on humans to ensure the accuracy, reliability, and timeliness of patient test results.
E116581 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Clinical Laboratory Improvement Amendments of 1988 | Statement: [Clinical Laboratory Improvement Amendments program, authorizedBy, Clinical Laboratory Improvement Amendments of 1988]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clinical Laboratory Improvement Amendments of 1988
Context triple: [Clinical Laboratory Improvement Amendments program, authorizedBy, Clinical Laboratory Improvement Amendments of 1988]
  • A. Clinical Laboratory Improvement Amendments program
    The Clinical Laboratory Improvement Amendments program is a U.S. federal regulatory framework that sets quality standards for laboratory testing on human specimens to ensure accurate, reliable, and timely patient test results.
  • B. Healthcare Research and Quality Act of 1999
    The Healthcare Research and Quality Act of 1999 is a U.S. federal law that reauthorized and strengthened the nation’s health services research infrastructure, establishing a focused mission to improve the quality, safety, efficiency, and effectiveness of healthcare.
  • C. Medical Device Amendments of 1976
    The Medical Device Amendments of 1976 are U.S. legislation that established a comprehensive regulatory framework for the safety and effectiveness of medical devices, including classification, premarket approval, and performance standards.
  • D. False Claims Amendments Act of 1986
    The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
  • E. Kefauver–Harris Drug Amendments of 1962
    The Kefauver–Harris Drug Amendments of 1962 are U.S. federal regulations that strengthened drug safety and efficacy requirements, mandating proof of effectiveness and stricter oversight of pharmaceutical marketing and manufacturing.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Clinical Laboratory Improvement Amendments of 1988
Triple: [Clinical Laboratory Improvement Amendments program, authorizedBy, Clinical Laboratory Improvement Amendments of 1988]
Generated description
The Clinical Laboratory Improvement Amendments of 1988 are U.S. federal regulations that establish quality standards for all clinical laboratory testing performed on humans to ensure the accuracy, reliability, and timeliness of patient test results.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clinical Laboratory Improvement Amendments of 1988
Target entity description: The Clinical Laboratory Improvement Amendments of 1988 are U.S. federal regulations that establish quality standards for all clinical laboratory testing performed on humans to ensure the accuracy, reliability, and timeliness of patient test results.
  • A. Clinical Laboratory Improvement Amendments program chosen
    The Clinical Laboratory Improvement Amendments program is a U.S. federal regulatory framework that sets quality standards for laboratory testing on human specimens to ensure accurate, reliable, and timely patient test results.
  • B. Healthcare Research and Quality Act of 1999
    The Healthcare Research and Quality Act of 1999 is a U.S. federal law that reauthorized and strengthened the nation’s health services research infrastructure, establishing a focused mission to improve the quality, safety, efficiency, and effectiveness of healthcare.
  • C. Medical Device Amendments of 1976
    The Medical Device Amendments of 1976 are U.S. legislation that established a comprehensive regulatory framework for the safety and effectiveness of medical devices, including classification, premarket approval, and performance standards.
  • D. False Claims Amendments Act of 1986
    The False Claims Amendments Act of 1986 is a major U.S. federal law that strengthened the government’s ability to combat fraud against federal programs by expanding whistleblower (qui tam) provisions and increasing penalties for false claims.
  • E. Kefauver–Harris Drug Amendments of 1962
    The Kefauver–Harris Drug Amendments of 1962 are U.S. federal regulations that strengthened drug safety and efficacy requirements, mandating proof of effectiveness and stricter oversight of pharmaceutical marketing and manufacturing.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd792c5ea88190b6aa0e519c744155 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed93b85188190927d448e09a46425 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69bedbd301088190908d050425c6cda7 completed March 21, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69bedc65fcdc8190bc99c0d049e4dd94 completed March 21, 2026, 5:59 p.m.
Created at: March 20, 2026, 1:45 p.m.