Triple

T5166982
Position Surface form Disambiguated ID Type / Status
Subject Center for Clinical Standards and Quality E116583 entity
Predicate overseesProgram P86 FINISHED
Object Hospital Readmissions Reduction Program
The Hospital Readmissions Reduction Program is a U.S. Medicare value-based purchasing initiative that financially penalizes hospitals with excess patient readmissions in order to improve care quality and reduce avoidable hospitalizations.
E500470 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: Hospital Readmissions Reduction Program | Statement: [Center for Clinical Standards and Quality, overseesProgram, Hospital Readmissions Reduction Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hospital Readmissions Reduction Program
Context triple: [Center for Clinical Standards and Quality, overseesProgram, Hospital Readmissions Reduction Program]
  • A. 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.
  • 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. Center for Program Integrity
    The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
  • D. Center for Medicare and Medicaid Innovation
    The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
  • E. 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.
  • 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: Hospital Readmissions Reduction Program
Triple: [Center for Clinical Standards and Quality, overseesProgram, Hospital Readmissions Reduction Program]
Generated description
The Hospital Readmissions Reduction Program is a U.S. Medicare value-based purchasing initiative that financially penalizes hospitals with excess patient readmissions in order to improve care quality and reduce avoidable hospitalizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hospital Readmissions Reduction Program
Target entity description: The Hospital Readmissions Reduction Program is a U.S. Medicare value-based purchasing initiative that financially penalizes hospitals with excess patient readmissions in order to improve care quality and reduce avoidable hospitalizations.
  • A. 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.
  • 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. Center for Program Integrity
    The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
  • D. Center for Medicare and Medicaid Innovation
    The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
  • E. 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.
  • 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_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_69bee077effc8190bdd5771db64d1578 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee1fb58ec81908a23d9bf4f8955be completed March 21, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69bee2c8e2ac81908f33de676bb31696 completed March 21, 2026, 6:26 p.m.
Created at: March 20, 2026, 1:45 p.m.