Triple

T16823719
Position Surface form Disambiguated ID Type / Status
Subject Obetz, Ohio E408960 entity
Predicate hasPublicService P6352 FINISHED
Object Hamilton Township Fire Department
The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
 E1234668 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: Hamilton Township Fire Department | Statement: [Obetz, Ohio, hasPublicService, Hamilton Township Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hamilton Township Fire Department
Context triple: [Obetz, Ohio, hasPublicService, Hamilton Township Fire Department]
  • A. Liberty Township Fire Department
    Liberty Township Fire Department is the local emergency response agency that provides fire protection and related services to the Powell, Ohio area.
  • B. Redford Township Fire Department
    The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
  • C. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • D. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • E. Meridian Township Fire Department
    The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in Michigan.
  • 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: Hamilton Township Fire Department
Triple: [Obetz, Ohio, hasPublicService, Hamilton Township Fire Department]
Generated description
The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hamilton Township Fire Department
Target entity description: The Hamilton Township Fire Department is a local emergency services agency providing fire protection, rescue, and medical response to the community that includes Obetz, Ohio.
  • A. Liberty Township Fire Department
    Liberty Township Fire Department is the local emergency response agency that provides fire protection and related services to the Powell, Ohio area.
  • B. Redford Township Fire Department
    The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
  • C. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • D. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • E. Meridian Township Fire Department
    The Meridian Township Fire Department is the municipal fire and emergency medical services agency that protects Meridian Township, including the community of Okemos, in Michigan.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e838e881908b650194c9b94886 completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b29c170c81908fcc88c31e266ffb completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b3cb7a2c8190a90ed07bc06dfc1b completed May 10, 2026, 4:35 p.m.
NED2 Entity disambiguation (via description) batch_6a00b46ab0608190bc59abb99842e6d4 completed May 10, 2026, 4:38 p.m.
Created at: April 10, 2026, 5:23 a.m.