Triple

T20399200
Position Surface form Disambiguated ID Type / Status
Subject Quality Improvement Organization Program E500286 entity
Predicate hasComponent P35 FINISHED
Object Beneficiary and Family Centered Care Quality Improvement Organizations NE NERFINISHED

How this triple was built (3 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: Beneficiary and Family Centered Care Quality Improvement Organizations | Statement: [Quality Improvement Organization Program, hasComponent, Beneficiary and Family Centered Care Quality Improvement Organizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beneficiary and Family Centered Care Quality Improvement Organizations
Context triple: [Quality Improvement Organization Program, hasComponent, Beneficiary and Family Centered Care Quality Improvement Organizations]
  • A. Child Health Quality Improvement Program
    The Child Health Quality Improvement Program is a U.S. federal initiative focused on enhancing the quality of health care services and outcomes for children enrolled in public insurance programs.
  • B. Center for Clinical Standards and Quality
    The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
  • C. Agency for Care Effectiveness
    The Agency for Care Effectiveness is Singapore’s national health technology assessment and clinical guidance body that evaluates medical treatments and technologies to support evidence-based, cost-effective healthcare decisions.
  • D. Centre for Quality and Patient Safety
    The Centre for Quality and Patient Safety is a unit within Norway’s public health system that focuses on improving healthcare quality and safeguarding patient safety through research, monitoring, and guidance.
  • E. Quality Improvement Organization Program
    The Quality Improvement Organization Program is a U.S. Medicare initiative that contracts with organizations in each state to improve the quality, efficiency, and safety of care delivered to Medicare beneficiaries.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beneficiary and Family Centered Care Quality Improvement Organizations
Target entity description: Beneficiary and Family Centered Care Quality Improvement Organizations are specialized Medicare-contracted entities that help protect and advocate for beneficiaries by reviewing quality of care concerns, handling complaints and appeals, and supporting patient-centered improvements in healthcare services.
  • A. Child Health Quality Improvement Program
    The Child Health Quality Improvement Program is a U.S. federal initiative focused on enhancing the quality of health care services and outcomes for children enrolled in public insurance programs.
  • B. Center for Clinical Standards and Quality
    The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
  • C. Agency for Care Effectiveness
    The Agency for Care Effectiveness is Singapore’s national health technology assessment and clinical guidance body that evaluates medical treatments and technologies to support evidence-based, cost-effective healthcare decisions.
  • D. Centre for Quality and Patient Safety
    The Centre for Quality and Patient Safety is a unit within Norway’s public health system that focuses on improving healthcare quality and safeguarding patient safety through research, monitoring, and guidance.
  • E. Quality Improvement Organization Program chosen
    The Quality Improvement Organization Program is a U.S. Medicare initiative that contracts with organizations in each state to improve the quality, efficiency, and safety of care delivered to Medicare beneficiaries.
  • F. None of above.

Provenance (2 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_69e0b4a81bec8190b69adfdc1336a015 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6798cf04481909f183c4c75fe6d52 completed April 20, 2026, 7:07 p.m.
Created at: April 16, 2026, 11:29 a.m.