Triple

T3466931
Position Surface form Disambiguated ID Type / Status
Subject Prince William County government E73159 entity
Predicate hasOffice P1268 FINISHED
Object Department of Social Services
The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
E361763 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: Department of Social Services | Statement: [Prince William County government, hasOffice, Department of Social Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Department of Social Services
Context triple: [Prince William County government, hasOffice, Department of Social Services]
  • A. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • B. Office of Community Services
    The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
  • C. Department of Social Security
    The Department of Social Security was a former UK government department responsible for administering social security benefits and welfare payments before its functions were absorbed into successor bodies.
  • D. Office of Domestic Social Development
    The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
  • E. Department of Social Welfare and Development
    The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
  • 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: Department of Social Services
Triple: [Prince William County government, hasOffice, Department of Social Services]
Generated description
The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Department of Social Services
Target entity description: The Department of Social Services is a local government agency that administers public assistance, child and family services, and related social support programs for residents of Prince William County.
  • A. Department of Human Services
    The Department of Human Services is a local government agency in Arlington County that provides social, health, and support services to residents in need.
  • B. Office of Community Services
    The Office of Community Services is a U.S. federal agency division that administers programs and grants aimed at reducing poverty, supporting low-income communities, and promoting economic self-sufficiency.
  • C. Department of Social Security
    The Department of Social Security was a former UK government department responsible for administering social security benefits and welfare payments before its functions were absorbed into successor bodies.
  • D. Office of Domestic Social Development
    The Office of Domestic Social Development is a department of the United States Conference of Catholic Bishops that focuses on public policy and advocacy related to social justice and domestic issues within the United States.
  • E. Department of Social Welfare and Development
    The Department of Social Welfare and Development is the Philippine government agency responsible for formulating and implementing policies, programs, and services aimed at social protection, poverty alleviation, and the welfare of vulnerable sectors of society.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb1090188190ac8aafd87dfaa6a7 completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3680763608190acdd146dc7c0b239 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b36c4d77448190abe198ec9d48597d completed March 13, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69b36cca06d48190bc72ad2e9bd9bdb5 completed March 13, 2026, 1:47 a.m.
Created at: March 8, 2026, 3:17 p.m.