Triple

T7116030
Position Surface form Disambiguated ID Type / Status
Subject Patient Safety Organization program E165821 entity
Predicate legalBasis P125 FINISHED
Object Patient Safety and Quality Improvement Act of 2005
The Patient Safety and Quality Improvement Act of 2005 is a U.S. federal law designed to improve healthcare quality and reduce medical errors by encouraging confidential reporting and analysis of patient safety events.
E641844 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: Patient Safety and Quality Improvement Act of 2005 | Statement: [Patient Safety Organization program, legalBasis, Patient Safety and Quality Improvement Act of 2005]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Patient Safety and Quality Improvement Act of 2005
Context triple: [Patient Safety Organization program, legalBasis, Patient Safety and Quality Improvement Act of 2005]
  • A. 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.
  • B. Food and Drug Administration Amendments Act of 2007
    The Food and Drug Administration Amendments Act of 2007 is a U.S. law that expanded the FDA’s authority over drug and device safety, clinical trials, and post-market surveillance, while enhancing transparency and user fee programs.
  • C. Indian Health Care Improvement Act
    The Indian Health Care Improvement Act is a key U.S. federal law that permanently authorizes and structures health care services for American Indians and Alaska Natives, aiming to raise their health status to the highest possible level.
  • D. HITECH Act
    The HITECH Act is a U.S. law that promotes the adoption and meaningful use of electronic health records while strengthening health information privacy and security protections.
  • E. Medicare Prescription Drug, Improvement, and Modernization Act of 2003
    The Medicare Prescription Drug, Improvement, and Modernization Act of 2003 is a major U.S. federal law that overhauled Medicare by adding outpatient prescription drug coverage and expanding private plan options for beneficiaries.
  • 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: Patient Safety and Quality Improvement Act of 2005
Triple: [Patient Safety Organization program, legalBasis, Patient Safety and Quality Improvement Act of 2005]
Generated description
The Patient Safety and Quality Improvement Act of 2005 is a U.S. federal law designed to improve healthcare quality and reduce medical errors by encouraging confidential reporting and analysis of patient safety events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Patient Safety and Quality Improvement Act of 2005
Target entity description: The Patient Safety and Quality Improvement Act of 2005 is a U.S. federal law designed to improve healthcare quality and reduce medical errors by encouraging confidential reporting and analysis of patient safety events.
  • A. 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.
  • B. Food and Drug Administration Amendments Act of 2007
    The Food and Drug Administration Amendments Act of 2007 is a U.S. law that expanded the FDA’s authority over drug and device safety, clinical trials, and post-market surveillance, while enhancing transparency and user fee programs.
  • C. Indian Health Care Improvement Act
    The Indian Health Care Improvement Act is a key U.S. federal law that permanently authorizes and structures health care services for American Indians and Alaska Natives, aiming to raise their health status to the highest possible level.
  • D. HITECH Act
    The HITECH Act is a U.S. law that promotes the adoption and meaningful use of electronic health records while strengthening health information privacy and security protections.
  • E. Medicare Prescription Drug, Improvement, and Modernization Act of 2003
    The Medicare Prescription Drug, Improvement, and Modernization Act of 2003 is a major U.S. federal law that overhauled Medicare by adding outpatient prescription drug coverage and expanding private plan options for beneficiaries.
  • F. None of above. chosen

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_69c6888227bc8190a1394679e3116f90 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5f401b881909ef4c2ab1e0750db completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cbfc7a08190ab07f3d65aa79f16 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d0215888190b0e59c2584358a05 completed March 28, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_69c79d63b6dc8190b3b52ef6566ba490 completed March 28, 2026, 9:20 a.m.
Created at: March 27, 2026, 2:43 p.m.