Triple

T11856942
Position Surface form Disambiguated ID Type / Status
Subject Gahanna, Ohio E282062 entity
Predicate hasFireService P8978 FINISHED
Object Mifflin Township Division of Fire
Mifflin Township Division of Fire is the fire and emergency medical services agency that serves the city of Gahanna and surrounding areas in central Ohio.
E951495 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: Mifflin Township Division of Fire | Statement: [Gahanna, Ohio, hasFireService, Mifflin Township Division of Fire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mifflin Township Division of Fire
Context triple: [Gahanna, Ohio, hasFireService, Mifflin Township Division of Fire]
  • A. 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.
  • B. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • C. Ewing Township Fire Department
    The Ewing Township Fire Department is the municipal fire and emergency response agency serving the residents and properties of Ewing Township, New Jersey.
  • D. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • E. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • 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: Mifflin Township Division of Fire
Triple: [Gahanna, Ohio, hasFireService, Mifflin Township Division of Fire]
Generated description
Mifflin Township Division of Fire is the fire and emergency medical services agency that serves the city of Gahanna and surrounding areas in central Ohio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mifflin Township Division of Fire
Target entity description: Mifflin Township Division of Fire is the fire and emergency medical services agency that serves the city of Gahanna and surrounding areas in central Ohio.
  • A. 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.
  • B. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • C. Ewing Township Fire Department
    The Ewing Township Fire Department is the municipal fire and emergency response agency serving the residents and properties of Ewing Township, New Jersey.
  • D. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • E. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a699089c8190b7a298baf13dcded completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281536c10819093dc1fd3203d41d8 completed April 29, 2026, 10:08 p.m.
NEDg Description generation batch_69f28a8e64ac8190ba7637fd00e024bd completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28d4e341c8190abc8febc3b26a617 completed April 29, 2026, 10:59 p.m.
Created at: April 8, 2026, 9:43 p.m.