Triple

T7135216
Position Surface form Disambiguated ID Type / Status
Subject California Department of Health Care Services E166289 entity
Predicate hasProgram P178 FINISHED
Object Medi-Cal fee-for-service E22982 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: Medi-Cal fee-for-service | Statement: [California Department of Health Care Services, hasProgram, Medi-Cal fee-for-service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Medi-Cal fee-for-service
Context triple: [California Department of Health Care Services, hasProgram, Medi-Cal fee-for-service]
  • A. California Department of Managed Health Care
    The California Department of Managed Health Care is a state regulatory agency responsible for overseeing health plans and protecting consumer rights within California’s managed care system.
  • B. California Department of Health Care Services
    The California Department of Health Care Services is the state agency responsible for administering public health coverage programs such as Medi-Cal and overseeing various health care services for low-income and vulnerable residents in California.
  • 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 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.
  • E. Medicaid chosen
    Medicaid is a U.S. government health insurance program that provides medical coverage to low-income individuals and families, jointly funded by federal and state governments.
  • 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_69c68884a9388190af42f90d1c1a7151 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e690f954819084b81a555f4cdb5e completed March 27, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a344fb4881908f6b6e33706e0192 completed March 28, 2026, 9:45 a.m.
Created at: March 27, 2026, 2:45 p.m.