Triple

T20399237
Position Surface form Disambiguated ID Type / Status
Subject Inpatient Quality Reporting Program E500287 entity
Predicate reportsTo P258 FINISHED
Object Hospital Compare website
The Hospital Compare website is a U.S. government-run online tool that allows the public to compare hospitals nationwide based on standardized quality, safety, and patient experience measures.
E1428129 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 Compare website | Statement: [Inpatient Quality Reporting Program, reportsTo, Hospital Compare website]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hospital Compare website
Context triple: [Inpatient Quality Reporting Program, reportsTo, Hospital Compare website]
  • A. HospitalRun
    HospitalRun is an open-source, offline-first hospital management software project designed to improve healthcare record-keeping in low-resource settings.
  • B. Medicare Plan Finder tool
    The Medicare Plan Finder tool is an online resource provided by the U.S. government that helps people with Medicare compare and choose Medicare health and drug plans based on cost, coverage, and other preferences.
  • C. 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.
  • D. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • E. e-Hospital
    e-Hospital is an online hospital management and patient-care platform under the Digital India initiative that enables digital registration, appointment scheduling, and access to medical services in government hospitals.
  • 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 Compare website
Triple: [Inpatient Quality Reporting Program, reportsTo, Hospital Compare website]
Generated description
The Hospital Compare website is a U.S. government-run online tool that allows the public to compare hospitals nationwide based on standardized quality, safety, and patient experience measures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hospital Compare website
Target entity description: The Hospital Compare website is a U.S. government-run online tool that allows the public to compare hospitals nationwide based on standardized quality, safety, and patient experience measures.
  • A. HospitalRun
    HospitalRun is an open-source, offline-first hospital management software project designed to improve healthcare record-keeping in low-resource settings.
  • B. Medicare Plan Finder tool
    The Medicare Plan Finder tool is an online resource provided by the U.S. government that helps people with Medicare compare and choose Medicare health and drug plans based on cost, coverage, and other preferences.
  • C. 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.
  • D. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • E. e-Hospital
    e-Hospital is an online hospital management and patient-care platform under the Digital India initiative that enables digital registration, appointment scheduling, and access to medical services in government hospitals.
  • 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_69e0b4a81bec8190b69adfdc1336a015 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6798cf04481909f183c4c75fe6d52 completed April 20, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08762bd7e881909ceddb1b3c26a914 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0877b7ed888190bccc1ba665528aca completed May 16, 2026, 1:57 p.m.
NED2 Entity disambiguation (via description) batch_6a087834ea1c8190b1b94c70a807668a completed May 16, 2026, 1:59 p.m.
Created at: April 16, 2026, 11:29 a.m.