Triple

T8194717
Position Surface form Disambiguated ID Type / Status
Subject District of Columbia health and human services system E191399 entity
Predicate hasPart P35 FINISHED
Object District of Columbia Health Benefit Exchange Authority
The District of Columbia Health Benefit Exchange Authority is the government agency that operates DC Health Link, the District’s health insurance marketplace established under the Affordable Care Act to help residents and small businesses obtain coverage.
E718397 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: District of Columbia Health Benefit Exchange Authority | Statement: [District of Columbia health and human services system, hasPart, District of Columbia Health Benefit Exchange Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: District of Columbia Health Benefit Exchange Authority
Context triple: [District of Columbia health and human services system, hasPart, District of Columbia Health Benefit Exchange Authority]
  • A. District of Columbia Department of Health Care Finance
    The District of Columbia Department of Health Care Finance is the DC government agency responsible for administering publicly funded health coverage programs, including Medicaid, for District residents.
  • B. District of Columbia Department of Health
    The District of Columbia Department of Health is the municipal public health agency responsible for protecting and promoting the health and well-being of residents and visitors in Washington, D.C.
  • C. District of Columbia Department of Human Services
    The District of Columbia Department of Human Services is the city’s primary social services agency, responsible for providing assistance and support programs to low-income individuals and families in Washington, D.C.
  • D. District of Columbia Department of Consumer and Regulatory Affairs
    The District of Columbia Department of Consumer and Regulatory Affairs is a local government agency responsible for business licensing, building permits, inspections, and enforcement of consumer and regulatory laws in Washington, D.C.
  • E. District of Columbia financial control board
    The District of Columbia financial control board was a federally appointed oversight body that managed Washington, D.C.’s finances and budget during a period of severe fiscal crisis in the 1990s and early 2000s.
  • 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: District of Columbia Health Benefit Exchange Authority
Triple: [District of Columbia health and human services system, hasPart, District of Columbia Health Benefit Exchange Authority]
Generated description
The District of Columbia Health Benefit Exchange Authority is the government agency that operates DC Health Link, the District’s health insurance marketplace established under the Affordable Care Act to help residents and small businesses obtain coverage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: District of Columbia Health Benefit Exchange Authority
Target entity description: The District of Columbia Health Benefit Exchange Authority is the government agency that operates DC Health Link, the District’s health insurance marketplace established under the Affordable Care Act to help residents and small businesses obtain coverage.
  • A. District of Columbia Department of Health Care Finance
    The District of Columbia Department of Health Care Finance is the DC government agency responsible for administering publicly funded health coverage programs, including Medicaid, for District residents.
  • B. District of Columbia Department of Health
    The District of Columbia Department of Health is the municipal public health agency responsible for protecting and promoting the health and well-being of residents and visitors in Washington, D.C.
  • C. District of Columbia Department of Human Services
    The District of Columbia Department of Human Services is the city’s primary social services agency, responsible for providing assistance and support programs to low-income individuals and families in Washington, D.C.
  • D. District of Columbia Department of Consumer and Regulatory Affairs
    The District of Columbia Department of Consumer and Regulatory Affairs is a local government agency responsible for business licensing, building permits, inspections, and enforcement of consumer and regulatory laws in Washington, D.C.
  • E. District of Columbia financial control board
    The District of Columbia financial control board was a federally appointed oversight body that managed Washington, D.C.’s finances and budget during a period of severe fiscal crisis in the 1990s and early 2000s.
  • 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_69ca82c6e9548190a4c5ca14516e4417 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb5c20fbd08190b9966e3c967e9c71 completed March 31, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedaab8848190877fbe2de9b83957 completed April 1, 2026, 10:04 a.m.
NEDg Description generation batch_69ccf1b706f08190993f4a75eac5f49c completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd059457788190a900402ee4cd50d5 completed April 1, 2026, 11:46 a.m.
Created at: March 30, 2026, 5:42 p.m.