Triple

T17005711
Position Surface form Disambiguated ID Type / Status
Subject Pioneer ACO Model E412564 entity
Predicate focusesOn P31 FINISHED
Object Accountable Care Organizations E87668 NE FINISHED

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: Accountable Care Organizations | Statement: [Pioneer ACO Model, focusesOn, Accountable Care Organizations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Accountable Care Organizations
Context triple: [Pioneer ACO Model, focusesOn, Accountable Care Organizations]
  • A. Accountable Care Organizations chosen
    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.
  • B. Federally Qualified Health Centers
    Federally Qualified Health Centers are community-based healthcare providers in the United States that offer comprehensive primary care services to underserved populations regardless of their ability to pay, supported by federal funding and enhanced reimbursement.
  • C. Medicare Administrative Contractors
    Medicare Administrative Contractors are private organizations contracted by the U.S. Centers for Medicare & Medicaid Services to process Medicare claims, make coverage determinations, and administer benefits for beneficiaries in specific geographic jurisdictions.
  • D. Agency for Integrated Care
    The Agency for Integrated Care is a Singaporean government agency that coordinates and supports the country’s community care and eldercare services to enable integrated, person-centred care.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d382400c819092ec0ca0de815888 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00dc2035848190bf299875d37c8ac7 completed May 10, 2026, 7:27 p.m.
Created at: April 10, 2026, 5:32 a.m.