Triple

T20680143
Position Surface form Disambiguated ID Type / Status
Subject Government of the City of Phoenix E508268 entity
Predicate hasAgency P3933 FINISHED
Object Phoenix Public Works Department — 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: Phoenix Public Works Department | Statement: [Government of the City of Phoenix, hasAgency, Phoenix Public Works Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Phoenix Public Works Department
Context triple: [Government of the City of Phoenix, hasAgency, Phoenix Public Works Department]
  • A. Forest Park Public Works Department
    The Forest Park Public Works Department is the municipal agency responsible for maintaining the city’s infrastructure, streets, public facilities, and related services for the City of Forest Park.
  • B. Dallas Public Works Department
    The Dallas Public Works Department is a municipal agency responsible for planning, building, and maintaining the city’s public infrastructure and related services.
  • C. Detroit Department of Public Works
    The Detroit Department of Public Works is the city agency responsible for managing Detroit’s infrastructure services, including streets, sanitation, and related public works operations.
  • D. Phoenix Police Department
    The Phoenix Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Phoenix, Oregon.
  • E. Phoenix Police Department
    The Phoenix Police Department is the primary law enforcement agency for the city of Phoenix, Arizona, responsible for public safety, crime prevention, and criminal investigations within the city.
  • 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: Phoenix Public Works Department
Target entity description: The Phoenix Public Works Department is the municipal agency responsible for managing the City of Phoenix’s infrastructure services, including solid waste collection, recycling, fleet services, and maintenance of public facilities.
  • A. Forest Park Public Works Department
    The Forest Park Public Works Department is the municipal agency responsible for maintaining the city’s infrastructure, streets, public facilities, and related services for the City of Forest Park.
  • B. Dallas Public Works Department
    The Dallas Public Works Department is a municipal agency responsible for planning, building, and maintaining the city’s public infrastructure and related services.
  • C. Detroit Department of Public Works
    The Detroit Department of Public Works is the city agency responsible for managing Detroit’s infrastructure services, including streets, sanitation, and related public works operations.
  • D. Phoenix Police Department
    The Phoenix Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Phoenix, Oregon.
  • E. Phoenix Police Department
    The Phoenix Police Department is the primary law enforcement agency for the city of Phoenix, Arizona, responsible for public safety, crime prevention, and criminal investigations within the city.
  • 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_69e0b4c1164881909a3bf1e3ddb2bc32 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6bea655488190bab168d564d888af completed April 21, 2026, 12:02 a.m.
Created at: April 16, 2026, 11:44 a.m.