Triple

T20399334
Position Surface form Disambiguated ID Type / Status
Subject Hospital-Acquired Condition Reduction Program E500289 entity
Predicate paymentSystem P21821 FINISHED
Object Medicare Inpatient Prospective Payment System 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: Medicare Inpatient Prospective Payment System | Statement: [Hospital-Acquired Condition Reduction Program, paymentSystem, Medicare Inpatient Prospective Payment System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare Inpatient Prospective Payment System
Context triple: [Hospital-Acquired Condition Reduction Program, paymentSystem, Medicare Inpatient Prospective Payment System]
  • 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. Medicare Benefits Schedule
    The Medicare Benefits Schedule is an Australian government list that sets out the medical services subsidized under the national public health insurance system and the fees used to calculate Medicare rebates.
  • D. Medicare secondary payer rules
    Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
  • E. Medicare Rural Hospital Flexibility Program
    The Medicare Rural Hospital Flexibility Program is a U.S. federal initiative that supports rural hospitals—particularly Critical Access Hospitals—in improving financial stability, quality of care, and access to essential health services in underserved communities.
  • 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: Medicare Inpatient Prospective Payment System
Target entity description: 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.
  • 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. Medicare Benefits Schedule
    The Medicare Benefits Schedule is an Australian government list that sets out the medical services subsidized under the national public health insurance system and the fees used to calculate Medicare rebates.
  • D. Medicare secondary payer rules
    Medicare secondary payer rules are federal regulations that determine when Medicare pays after another insurer (like employer group health plans, liability, no-fault, or workers’ compensation insurance) has primary responsibility for a beneficiary’s medical costs.
  • E. Medicare Rural Hospital Flexibility Program
    The Medicare Rural Hospital Flexibility Program is a U.S. federal initiative that supports rural hospitals—particularly Critical Access Hospitals—in improving financial stability, quality of care, and access to essential health services in underserved communities.
  • 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.