Triple

T16077578
Position Surface form Disambiguated ID Type / Status
Subject Michigan Department of Health and Human Services E390015 entity
Predicate abbreviation P43 FINISHED
Object MDHHS
MDHHS is Michigan’s statewide agency responsible for public health, Medicaid, social services, and other human services programs.
E1192550 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: MDHHS | Statement: [Michigan Department of Health and Human Services, abbreviation, MDHHS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MDHHS
Context triple: [Michigan Department of Health and Human Services, abbreviation, MDHHS]
  • A. DMHHS
    DMHHS is a New York City mayoral office that coordinates and oversees the city’s health and human services agencies and policies.
  • B. MDSHS
    MDSHS is the acronym for the Maryland State Highway System, the network of state-maintained roads and highways in Maryland.
  • C. Minnesota Department of Health
    The Minnesota Department of Health is the state agency responsible for protecting, maintaining, and improving the health of Minnesotans through public health policy, regulation, and programs.
  • D. MDH
    MDH is the acronym for the Maryland Department of Health, the state agency responsible for public health services, policy, and regulation in Maryland.
  • E. MDH
    MDH is the Minnesota state agency responsible for protecting, maintaining, and improving the health of residents through public health programs, regulation, and policy.
  • 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: MDHHS
Triple: [Michigan Department of Health and Human Services, abbreviation, MDHHS]
Generated description
MDHHS is Michigan’s statewide agency responsible for public health, Medicaid, social services, and other human services programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MDHHS
Target entity description: MDHHS is Michigan’s statewide agency responsible for public health, Medicaid, social services, and other human services programs.
  • A. DMHHS
    DMHHS is a New York City mayoral office that coordinates and oversees the city’s health and human services agencies and policies.
  • B. MDSHS
    MDSHS is the acronym for the Maryland State Highway System, the network of state-maintained roads and highways in Maryland.
  • C. Minnesota Department of Health
    The Minnesota Department of Health is the state agency responsible for protecting, maintaining, and improving the health of Minnesotans through public health policy, regulation, and programs.
  • D. MDH
    MDH is the acronym for the Maryland Department of Health, the state agency responsible for public health services, policy, and regulation in Maryland.
  • E. MDH
    MDH is the Minnesota state agency responsible for protecting, maintaining, and improving the health of residents through public health programs, regulation, and policy.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183c34508819084a53d13e55cbf69 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe48907148190ab04520717141788 completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe67043588190864864d40956682b completed May 10, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ffe6f510cc8190b6b8c46c0356d36a completed May 10, 2026, 2:01 a.m.
Created at: April 10, 2026, 4:57 a.m.