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.