Triple

T23427861
Position Surface form Disambiguated ID Type / Status
Subject Hinsdale, Massachusetts E563242 entity
Predicate hasEmergencyServices P464 FINISHED
Object Hinsdale Fire 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: Hinsdale Fire Department | Statement: [Hinsdale, Massachusetts, hasEmergencyServices, Hinsdale Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hinsdale Fire Department
Context triple: [Hinsdale, Massachusetts, hasEmergencyServices, Hinsdale Fire Department]
  • A. Park Ridge Fire Department
    The Park Ridge Fire Department is the municipal fire and emergency response agency serving the community of Park Ridge, New Jersey.
  • B. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • C. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • D. Clarendon Hills Fire Department
    The Clarendon Hills Fire Department is the municipal fire and emergency response agency serving the community of Clarendon Hills, Illinois.
  • E. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • 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: Hinsdale Fire Department
Target entity description: The Hinsdale Fire Department is the local municipal fire and emergency response agency serving the town of Hinsdale, Massachusetts.
  • A. Park Ridge Fire Department
    The Park Ridge Fire Department is the municipal fire and emergency response agency serving the community of Park Ridge, New Jersey.
  • B. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • C. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • D. Clarendon Hills Fire Department
    The Clarendon Hills Fire Department is the municipal fire and emergency response agency serving the community of Clarendon Hills, Illinois.
  • E. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • 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_69e24553980c8190bb66a2ae0bdab125 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a54ae8ac8190b0bae2560582c904 completed April 29, 2026, 6:29 a.m.
Created at: April 17, 2026, 5:48 p.m.