Triple

T7135215
Position Surface form Disambiguated ID Type / Status
Subject California Department of Health Care Services E166289 entity
Predicate hasProgram P178 FINISHED
Object Medi-Cal managed care
Medi-Cal managed care is California’s system of delivering Medicaid benefits through organized health plans that coordinate and provide medical services to eligible low-income residents.
E166289 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: Medi-Cal managed care | Statement: [California Department of Health Care Services, hasProgram, Medi-Cal managed care]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medi-Cal managed care
Context triple: [California Department of Health Care Services, hasProgram, Medi-Cal managed care]
  • 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. Medicaid
    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.
  • D. New York State Medicaid managed care organizations
    New York State Medicaid managed care organizations are health plans that contract with the state to provide coordinated, comprehensive medical services to Medicaid enrollees under a managed care model.
  • E. 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.
  • 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: Medi-Cal managed care
Triple: [California Department of Health Care Services, hasProgram, Medi-Cal managed care]
Generated description
Medi-Cal managed care is California’s system of delivering Medicaid benefits through organized health plans that coordinate and provide medical services to eligible low-income residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medi-Cal managed care
Target entity description: Medi-Cal managed care is California’s system of delivering Medicaid benefits through organized health plans that coordinate and provide medical services to eligible low-income residents.
  • 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 chosen
    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. Medicaid
    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.
  • D. New York State Medicaid managed care organizations
    New York State Medicaid managed care organizations are health plans that contract with the state to provide coordinated, comprehensive medical services to Medicaid enrollees under a managed care model.
  • E. 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.
  • 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_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.
NEDg Description generation batch_69c7a3f2b51c81909f058149e9bd9f0a completed March 28, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4a9e91881909df07f1c540f191e completed March 28, 2026, 9:51 a.m.
Created at: March 27, 2026, 2:45 p.m.