Triple

T7759946
Position Surface form Disambiguated ID Type / Status
Subject Hobart, Indiana E175990 entity
Predicate hasPublicSafety P464 FINISHED
Object Hobart Fire Department
The Hobart Fire Department is the municipal fire and emergency response agency serving the city of Hobart, Indiana.
 E688355 NE FINISHED

How this triple was built (4 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: Hobart Fire Department | Statement: [Hobart, Indiana, hasPublicSafety, Hobart Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hobart Fire Department
Context triple: [Hobart, Indiana, hasPublicSafety, Hobart Fire Department]
  • A. Hobart Police Department
    The Hobart Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Hobart, Indiana.
  • B. Ross Fire Department
    The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
  • C. Hobart City Council
    Hobart City Council is the local government authority responsible for administering the City of Hobart, the capital of Tasmania, Australia.
  • D. Fire and Rescue New South Wales
    Fire and Rescue New South Wales is the primary urban fire and emergency services agency in the Australian state of New South Wales, responsible for firefighting, rescue operations, and hazardous incident response.
  • E. Bermuda Fire and Rescue Service
    The Bermuda Fire and Rescue Service is the primary emergency response agency in Bermuda responsible for firefighting, rescue operations, and related public safety services across the territory.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hobart Fire Department
Triple: [Hobart, Indiana, hasPublicSafety, Hobart Fire Department]
Generated description
The Hobart Fire Department is the municipal fire and emergency response agency serving the city of Hobart, Indiana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hobart Fire Department
Target entity description: The Hobart Fire Department is the municipal fire and emergency response agency serving the city of Hobart, Indiana.
  • A. Hobart Police Department
    The Hobart Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of Hobart, Indiana.
  • B. Ross Fire Department
    The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
  • C. Hobart City Council
    Hobart City Council is the local government authority responsible for administering the City of Hobart, the capital of Tasmania, Australia.
  • D. Fire and Rescue New South Wales
    Fire and Rescue New South Wales is the primary urban fire and emergency services agency in the Australian state of New South Wales, responsible for firefighting, rescue operations, and hazardous incident response.
  • E. Bermuda Fire and Rescue Service
    The Bermuda Fire and Rescue Service is the primary emergency response agency in Bermuda responsible for firefighting, rescue operations, and related public safety services across the territory.
  • F. None of above. chosen

Provenance (5 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_69c69962923c8190ac74d28b4f9fe0a0 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70402169481909b219dc5f4a64b9b completed March 27, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8d6c8276c8190bdc3efc2a6175610 completed March 29, 2026, 7:37 a.m.
NEDg Description generation batch_69c8d90770388190b3793f4d18ba9fd8 completed March 29, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69c8d9c3167081909e2cd0fa20e7752e completed March 29, 2026, 7:50 a.m.
Created at: March 27, 2026, 4:09 p.m.