Triple

T19504098
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Department of Human Services E487974 entity
Predicate hasPart P35 FINISHED
Object Office of Income Maintenance — 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 Income Maintenance | Statement: [Pennsylvania Department of Human Services, hasPart, Office of Income Maintenance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Office of Income Maintenance
Context triple: [Pennsylvania Department of Human Services, hasPart, Office of Income Maintenance]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Department of Human Services
    The Department of Human Services is a municipal agency division that administers social services and public assistance programs for residents in San Francisco.
  • E. 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.
  • 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 Income Maintenance
Target entity description: The Office of Income Maintenance is a division of Pennsylvania’s state government that administers public assistance and benefit programs to support low-income individuals and families.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Department of Human Services
    The Department of Human Services is a municipal agency division that administers social services and public assistance programs for residents in San Francisco.
  • E. 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.
  • 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.