Triple

T1404331
Position Surface form Disambiguated ID Type / Status
Subject California State Agencies E31654 entity
Predicate include P1393 FINISHED
Object 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.
E162291 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: California Department of Managed Health Care | Statement: [California State Agencies, include, California Department of Managed Health Care]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California Department of Managed Health Care
Context triple: [California State Agencies, include, California Department of Managed Health Care]
  • A. Dignity Health
    Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
  • B. California Department of General Services
    The California Department of General Services is a state agency that provides centralized business, facility, and administrative support services to California’s government departments and agencies.
  • C. California Department of Social Services
    The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
  • D. 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.
  • E. Palo Alto Medical Foundation
    Palo Alto Medical Foundation is a large, not-for-profit healthcare organization and medical group providing comprehensive outpatient and specialty care throughout Northern California.
  • 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: California Department of Managed Health Care
Triple: [California State Agencies, include, California Department of Managed Health Care]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California Department of Managed Health Care
Target entity description: 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.
  • A. Dignity Health
    Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
  • B. California Department of General Services
    The California Department of General Services is a state agency that provides centralized business, facility, and administrative support services to California’s government departments and agencies.
  • C. California Department of Social Services
    The California Department of Social Services is a state agency responsible for administering California’s public assistance, child welfare, and social service programs.
  • D. 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.
  • E. Palo Alto Medical Foundation
    Palo Alto Medical Foundation is a large, not-for-profit healthcare organization and medical group providing comprehensive outpatient and specialty care throughout Northern California.
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3bb3a9c81909db2ad91defd87b6 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace573b9288190ac91d8f6ea94fa20 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace639296881909dc3fe52720d120d completed March 8, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69ace7730cf08190a4e0329be205da3f completed March 8, 2026, 3:05 a.m.
Created at: March 1, 2026, 7:59 p.m.