Triple

T20399289
Position Surface form Disambiguated ID Type / Status
Subject Outpatient Quality Reporting Program E500288 entity
Predicate publicReportingPlatform P24639 FINISHED
Object Medicare.gov
Medicare.gov is the U.S. federal government’s official website for Medicare, providing beneficiaries with information, tools, and publicly reported data on healthcare services and quality.
E1428131 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: Medicare.gov | Statement: [Outpatient Quality Reporting Program, publicReportingPlatform, Medicare.gov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medicare.gov
Context triple: [Outpatient Quality Reporting Program, publicReportingPlatform, Medicare.gov]
  • A. Medicare
    Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
  • B. Centers for Medicare & Medicaid Services
    The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
  • C. 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.
  • D. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • E. Medicare & You handbook
    The "Medicare & You" handbook is the official annual guide published by the U.S. government that explains Medicare coverage, costs, enrollment options, and beneficiaries’ rights and responsibilities.
  • 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: Medicare.gov
Triple: [Outpatient Quality Reporting Program, publicReportingPlatform, Medicare.gov]
Generated description
Medicare.gov is the U.S. federal government’s official website for Medicare, providing beneficiaries with information, tools, and publicly reported data on healthcare services and quality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medicare.gov
Target entity description: Medicare.gov is the U.S. federal government’s official website for Medicare, providing beneficiaries with information, tools, and publicly reported data on healthcare services and quality.
  • A. Medicare
    Medicare is a U.S. federal health insurance program primarily serving people aged 65 and older, as well as certain younger individuals with disabilities or specific medical conditions.
  • B. Centers for Medicare & Medicaid Services
    The Centers for Medicare & Medicaid Services is a U.S. federal agency within the Department of Health and Human Services that administers the nation’s major public health insurance programs, including Medicare and Medicaid, and sets key standards for healthcare quality and reimbursement.
  • C. 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.
  • D. Medicare (Canada)
    Medicare (Canada) is the publicly funded, universal healthcare system that provides medically necessary hospital and physician services to residents across Canada.
  • E. Medicare & You handbook
    The "Medicare & You" handbook is the official annual guide published by the U.S. government that explains Medicare coverage, costs, enrollment options, and beneficiaries’ rights and responsibilities.
  • 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.