Triple

T12732328
Position Surface form Disambiguated ID Type / Status
Subject Sterling Heights Fire Department E304271 entity
Predicate ownedBy P347 FINISHED
Object City of Sterling Heights government E54869 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: City of Sterling Heights government | Statement: [Sterling Heights Fire Department, ownedBy, City of Sterling Heights government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Sterling Heights government
Context triple: [Sterling Heights Fire Department, ownedBy, City of Sterling Heights government]
  • A. Sterling Heights Police Department
    The Sterling Heights Police Department is the municipal law enforcement agency responsible for public safety and policing services in the city of Sterling Heights, Michigan.
  • B. Office of the City Manager of Madison Heights
    The Office of the City Manager of Madison Heights is the municipal executive department responsible for overseeing day-to-day city operations, implementing policies set by the city council, and managing public services for Madison Heights, Michigan.
  • C. Sterling Heights, Michigan chosen
    Sterling Heights, Michigan is a large suburban city in Macomb County, part of the Detroit metropolitan area, known for its residential communities and diverse population.
  • D. Sterling Heights Fire Department
    The Sterling Heights Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in Sterling Heights, Michigan.
  • E. Madison Heights City Council
    Madison Heights City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in the city of Madison Heights, Michigan.
  • 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_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9646902408190b29268d864833b80 completed April 10, 2026, 8:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c8c38a88190853c4d14e2492599 completed May 2, 2026, 10:37 p.m.
Created at: April 9, 2026, 5:25 p.m.