Triple

T20406059
Position Surface form Disambiguated ID Type / Status
Subject Hospital Readmissions Reduction Program E500470 entity
Predicate scope P36 FINISHED
Object Inpatient Prospective Payment System hospitals NE NERFINISHED

How this triple was built (2 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: Inpatient Prospective Payment System hospitals | Statement: [Hospital Readmissions Reduction Program, scope, Inpatient Prospective Payment System hospitals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inpatient Prospective Payment System hospitals
Context triple: [Hospital Readmissions Reduction Program, scope, Inpatient Prospective Payment System hospitals]
  • A. Medicare Inpatient Prospective Payment System chosen
    The Medicare Inpatient Prospective Payment System is a federal reimbursement framework that pays hospitals predetermined, fixed amounts for inpatient stays under Medicare based on patients’ diagnoses and treatment categories.
  • 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. 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.
  • E. Hospital Value-Based Purchasing Program
    The Hospital Value-Based Purchasing Program is a Medicare initiative that adjusts hospital payments based on performance on quality, safety, patient experience, and efficiency measures to incentivize better care.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e67992cfb88190ae49a1723e6667a1 completed April 20, 2026, 7:08 p.m.
Created at: April 16, 2026, 11:29 a.m.