Triple

T19503800
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania state agencies E487969 entity
Predicate includes P1393 FINISHED
Object Pennsylvania Department of Human Services — NE NERFINISHED

How this triple was built (2 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: Pennsylvania Department of Human Services | Statement: [Pennsylvania state agencies, includes, Pennsylvania Department of Human Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pennsylvania Department of Human Services
Context triple: [Pennsylvania state agencies, includes, Pennsylvania Department of Human Services]
  • A. Pennsylvania Department of Human Services chosen
    The Pennsylvania Department of Human Services is the state agency responsible for administering public assistance, health and social service programs for residents of Pennsylvania.
  • B. Philadelphia Department of Human Services
    The Philadelphia Department of Human Services is the city’s child welfare and juvenile justice agency, responsible for protecting children from abuse and neglect and supporting vulnerable families in Philadelphia.
  • C. Philadelphia Department of Public Welfare
    The Philadelphia Department of Public Welfare is a municipal agency responsible for administering social services and public assistance programs to residents of Philadelphia.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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.