Triple

T6999244
Position Surface form Disambiguated ID Type / Status
Subject California Department of Managed Health Care E162291 entity
Predicate shortName P43 FINISHED
Object DMHC
DMHC is California’s Department of Managed Health Care, the state agency that regulates health plans and protects consumer rights in the managed care system.
 E634542 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: DMHC | Statement: [California Department of Managed Health Care, shortName, DMHC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DMHC
Context triple: [California Department of Managed Health Care, shortName, DMHC]
  • A. HMDC
    HMDC is the Hibernia Management and Development Company, the consortium responsible for managing and developing the Hibernia offshore oil field off the coast of Newfoundland and Labrador, Canada.
  • B. AMHS
    AMHS is the Alaska Marine Highway System, a state-operated ferry network that provides vital passenger and vehicle transportation among coastal communities in Alaska and neighboring regions.
  • C. HMC
    HMC is the commonly used abbreviation for the Historical Manuscripts Commission, a former UK body responsible for surveying and advising on the preservation of historical archives and manuscripts.
  • D. HMC
    HMC is a professional association of leading independent school heads in the United Kingdom and internationally.
  • E. HMC
    HMC is the stock ticker symbol for Honda Motor Co., Ltd., a major Japanese multinational manufacturer of automobiles, motorcycles, and power equipment.
  • 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: DMHC
Triple: [California Department of Managed Health Care, shortName, DMHC]
Generated description
DMHC is California’s Department of Managed Health Care, the state agency that regulates health plans and protects consumer rights in the managed care system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DMHC
Target entity description: DMHC is California’s Department of Managed Health Care, the state agency that regulates health plans and protects consumer rights in the managed care system.
  • A. HMDC
    HMDC is the Hibernia Management and Development Company, the consortium responsible for managing and developing the Hibernia offshore oil field off the coast of Newfoundland and Labrador, Canada.
  • B. AMHS
    AMHS is the Alaska Marine Highway System, a state-operated ferry network that provides vital passenger and vehicle transportation among coastal communities in Alaska and neighboring regions.
  • C. HMC
    HMC is the commonly used abbreviation for the Historical Manuscripts Commission, a former UK body responsible for surveying and advising on the preservation of historical archives and manuscripts.
  • D. HMC
    HMC is a professional association of leading independent school heads in the United Kingdom and internationally.
  • E. HMC
    HMC is the stock ticker symbol for Honda Motor Co., Ltd., a major Japanese multinational manufacturer of automobiles, motorcycles, and power equipment.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbf083b481909dd30e28e908dfdf completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a2c510c8190b7c86f8b399388ae completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.