Triple

T1452022
Position Surface form Disambiguated ID Type / Status
Subject Agency for Healthcare Research and Quality E31311 entity
Predicate hasProgram P178 FINISHED
Object Healthcare Cost and Utilization Project
The Healthcare Cost and Utilization Project is a family of healthcare databases and related tools that provide national and state-level information on hospital care, costs, and utilization in the United States.
E31311 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: Healthcare Cost and Utilization Project | Statement: [Agency for Healthcare Research and Quality, hasProgram, Healthcare Cost and Utilization Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Healthcare Cost and Utilization Project
Context triple: [Agency for Healthcare Research and Quality, hasProgram, Healthcare Cost and Utilization Project]
  • A. 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.
  • B. 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.
  • C. Integrating the Healthcare Enterprise
    Integrating the Healthcare Enterprise (IHE) is an initiative by healthcare professionals and industry to improve the way computer systems in healthcare share information by promoting the coordinated use of established standards.
  • D. Accountable Care Organizations
    Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
  • E. 340B Drug Pricing Program
    The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
  • 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: Healthcare Cost and Utilization Project
Triple: [Agency for Healthcare Research and Quality, hasProgram, Healthcare Cost and Utilization Project]
Generated description
The Healthcare Cost and Utilization Project is a family of healthcare databases and related tools that provide national and state-level information on hospital care, costs, and utilization in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Healthcare Cost and Utilization Project
Target entity description: The Healthcare Cost and Utilization Project is a family of healthcare databases and related tools that provide national and state-level information on hospital care, costs, and utilization in the United States.
  • A. 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.
  • B. Agency for Healthcare Research and Quality chosen
    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.
  • C. Integrating the Healthcare Enterprise
    Integrating the Healthcare Enterprise (IHE) is an initiative by healthcare professionals and industry to improve the way computer systems in healthcare share information by promoting the coordinated use of established standards.
  • D. Accountable Care Organizations
    Accountable Care Organizations are collaborative networks of doctors, hospitals, and other healthcare providers that jointly take responsibility for the quality and cost of care for a defined patient population.
  • E. 340B Drug Pricing Program
    The 340B Drug Pricing Program is a U.S. federal initiative that requires drug manufacturers to provide outpatient medications to eligible healthcare organizations at significantly reduced prices to support care for underserved patients.
  • F. None of above.

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_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c57d34cc8190801b769d9d9b2e2e completed March 1, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c6f7c881908d1ef9f7897895a6 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad0a53fa6c8190bc44e8a3f9aec62f completed March 8, 2026, 5:34 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aefb1c88190a368d68454a0b9d0 completed March 8, 2026, 5:36 a.m.
Created at: March 1, 2026, 8 p.m.