Triple

T19504102
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Department of Human Services E487974 entity
Predicate hasPart P35 FINISHED
Object Office of Social Programs — NE NERFINISHED

How this triple was built (3 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: Office of Social Programs | Statement: [Pennsylvania Department of Human Services, hasPart, Office of Social Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Office of Social Programs
Context triple: [Pennsylvania Department of Human Services, hasPart, Office of Social Programs]
  • A. 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.
  • B. Directorate of Social Protection
    The Directorate of Social Protection is a Ugandan government body responsible for designing and implementing policies and programs that provide social assistance and security to vulnerable and marginalized populations.
  • C. Department of Social Services
    The Department of Social Services is an Australian Government agency responsible for national social policy and programs, including welfare, families, housing support, and disability services.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Office of Social Programs
Target entity description: The Office of Social Programs is a division within Pennsylvania’s state human services system that oversees and administers a range of social assistance and support programs for residents.
  • A. 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.
  • B. Directorate of Social Protection
    The Directorate of Social Protection is a Ugandan government body responsible for designing and implementing policies and programs that provide social assistance and security to vulnerable and marginalized populations.
  • C. Department of Social Services
    The Department of Social Services is an Australian Government agency responsible for national social policy and programs, including welfare, families, housing support, and disability services.
  • D. 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.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e635105db8819084915dc2d047188d completed April 20, 2026, 2:15 p.m.
Created at: April 10, 2026, 1:40 p.m.