Triple

T253949
Position Surface form Disambiguated ID Type / Status
Subject Government of the District of Columbia E5395 entity
Predicate hasAgency P3933 FINISHED
Object 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.
E33576 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 Department of Human Services | Statement: [Government of the District of Columbia, hasAgency, District of Columbia Department of Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: District of Columbia Department of Human Services
Context triple: [Government of the District of Columbia, hasAgency, District of Columbia Department of Human Services]
  • A. 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.
  • B. District of Columbia Office on Aging
    The District of Columbia Office on Aging is a local government agency that plans, coordinates, and advocates for services and programs supporting older adults and their caregivers in Washington, D.C.
  • C. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • D. District of Columbia Fire and Emergency Medical Services Department
    The District of Columbia Fire and Emergency Medical Services Department is the municipal agency responsible for providing fire protection, emergency medical care, and rescue services throughout Washington, D.C.
  • E. District of Columbia Office of the State Superintendent of Education
    The District of Columbia Office of the State Superintendent of Education is the state education agency for Washington, D.C., responsible for overseeing public education standards, accountability, and funding across the district.
  • 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 Department of Human Services
Triple: [Government of the District of Columbia, hasAgency, District of Columbia Department of Human Services]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: District of Columbia Department of Human Services
Target entity description: 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.
  • A. 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.
  • B. District of Columbia Office on Aging
    The District of Columbia Office on Aging is a local government agency that plans, coordinates, and advocates for services and programs supporting older adults and their caregivers in Washington, D.C.
  • C. Maryland Department of Human Services
    The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
  • D. District of Columbia Fire and Emergency Medical Services Department
    The District of Columbia Fire and Emergency Medical Services Department is the municipal agency responsible for providing fire protection, emergency medical care, and rescue services throughout Washington, D.C.
  • E. District of Columbia Office of the State Superintendent of Education
    The District of Columbia Office of the State Superintendent of Education is the state education agency for Washington, D.C., responsible for overseeing public education standards, accountability, and funding across the district.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a260c592cc8190bc642fcd248a1f1b completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3837479408190bb6e6f0eb6a7fe46 completed March 1, 2026, 12:08 a.m.
NEDg Description generation batch_69a384140aec8190ab918512cf088464 completed March 1, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_69a3848c0ed08190acf0d0e33ca8b41c completed March 1, 2026, 12:13 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.