Triple

T20399312
Position Surface form Disambiguated ID Type / Status
Subject Outpatient Quality Reporting Program E500288 entity
Predicate relatedProgram P37 FINISHED
Object Ambulatory Surgical Center Quality Reporting Program 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: Ambulatory Surgical Center Quality Reporting Program | Statement: [Outpatient Quality Reporting Program, relatedProgram, Ambulatory Surgical Center Quality Reporting Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ambulatory Surgical Center Quality Reporting Program
Context triple: [Outpatient Quality Reporting Program, relatedProgram, Ambulatory Surgical Center Quality Reporting Program]
  • A. Outpatient Quality Reporting Program
    The Outpatient Quality Reporting Program is a U.S. Medicare initiative that collects and publicly reports performance data from hospital outpatient departments to promote transparency, improve care quality, and inform patient choice.
  • B. Inpatient Quality Reporting Program
    The Inpatient Quality Reporting Program is a U.S. hospital reporting initiative that tracks and publicly reports performance on standardized quality measures to improve inpatient care and inform consumers.
  • C. Hospital-Acquired Condition Reduction Program
    The Hospital-Acquired Condition Reduction Program is a U.S. Medicare quality initiative that financially penalizes hospitals with high rates of preventable patient harms, such as infections and complications, to incentivize improved patient safety.
  • D. 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.
  • 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: Ambulatory Surgical Center Quality Reporting Program
Target entity description: The Ambulatory Surgical Center Quality Reporting Program is a Medicare initiative that requires ambulatory surgical centers to report standardized quality measures in exchange for full annual payment updates, aiming to improve transparency and patient care.
  • A. Outpatient Quality Reporting Program
    The Outpatient Quality Reporting Program is a U.S. Medicare initiative that collects and publicly reports performance data from hospital outpatient departments to promote transparency, improve care quality, and inform patient choice.
  • B. Inpatient Quality Reporting Program
    The Inpatient Quality Reporting Program is a U.S. hospital reporting initiative that tracks and publicly reports performance on standardized quality measures to improve inpatient care and inform consumers.
  • C. Hospital-Acquired Condition Reduction Program
    The Hospital-Acquired Condition Reduction Program is a U.S. Medicare quality initiative that financially penalizes hospitals with high rates of preventable patient harms, such as infections and complications, to incentivize improved patient safety.
  • D. 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.
  • 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

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.