Triple

T2432621
Position Surface form Disambiguated ID Type / Status
Subject Chicago Department of Streets and Sanitation E52879 entity
Predicate collaboratesWith P37 FINISHED
Object Chicago Department of Public Health E53263 NE FINISHED

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: Chicago Department of Public Health | Statement: [Chicago Department of Streets and Sanitation, collaboratesWith, Chicago Department of Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chicago Department of Public Health
Context triple: [Chicago Department of Streets and Sanitation, collaboratesWith, Chicago Department of Public Health]
  • A. Chicago Department of Public Health chosen
    The Chicago Department of Public Health is the city agency responsible for protecting and promoting public health in Chicago through disease prevention, health policy, and community health services.
  • B. Cook County Department of Public Health
    The Cook County Department of Public Health is the public health agency serving suburban Cook County, Illinois, responsible for disease prevention, health promotion, and regulatory services for its communities.
  • C. Chicago Department of Housing
    The Chicago Department of Housing is the city agency responsible for planning, financing, and overseeing affordable housing and related community development initiatives in Chicago.
  • D. Chicago Department of Planning and Development
    The Chicago Department of Planning and Development is the city agency responsible for guiding land use, zoning, urban design, and economic development initiatives across Chicago.
  • E. Chicago Department of Family and Support Services
    The Chicago Department of Family and Support Services is a city agency that delivers social services and support programs to children, seniors, families, and vulnerable residents across Chicago.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9c915e881908d97ae4ccc83ab53 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6b71c481908a5ff20edb09de14 completed March 9, 2026, 12:39 p.m.
Created at: March 6, 2026, 9:43 p.m.