Triple

T8102684
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Highlands E189151 entity
Predicate fireProtection P8978 FINISHED
Object Cambridge Fire Department E371461 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: Cambridge Fire Department | Statement: [Cambridge Highlands, fireProtection, Cambridge Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cambridge Fire Department
Context triple: [Cambridge Highlands, fireProtection, Cambridge Fire Department]
  • A. Cambridge Fire Department chosen
    The Cambridge Fire Department is the municipal fire and emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Cambridge, Massachusetts.
  • B. Chelmsford Fire Department
    The Chelmsford Fire Department is the municipal agency responsible for fire suppression, emergency medical response, and related public safety services in the town of Chelmsford, Massachusetts.
  • C. Brookline Fire Company
    Brookline Fire Company is a volunteer fire and emergency services organization serving the community of Haverford Township in Pennsylvania.
  • D. Cambridge Police Department
    The Cambridge Police Department is the municipal law enforcement agency responsible for public safety and policing in Cambridge, Massachusetts.
  • E. Tewksbury Fire Department
    The Tewksbury Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations to the town of Tewksbury, Massachusetts.
  • 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_69ca82b886d88190a9cba0d5a4a27521 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42bd91408190880293dfdce8bef7 completed March 31, 2026, 3:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc642095a08190bcf90e6470e127cc completed April 1, 2026, 12:17 a.m.
Created at: March 30, 2026, 5:31 p.m.