Triple

T11504108
Position Surface form Disambiguated ID Type / Status
Subject Okemos E272734 entity
Predicate hasPrimaryFireService P62810 FINISHED
Object 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.
E929752 NE FINISHED

How this triple was built (5 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: Meridian Township Fire Department | Statement: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Meridian Township Fire Department
Context triple: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
  • A. 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.
  • 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. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • D. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • E. 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.
  • 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: Meridian Township Fire Department
Triple: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Meridian Township Fire Department
Target entity description: 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.
  • A. 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.
  • 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. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • D. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPrimaryFireService
Context triple: [Okemos, hasPrimaryFireService, Meridian Township Fire Department]
  • A. hasFireServicesFrom chosen
    Indicates that one entity receives fire protection or firefighting services from another entity.
  • B. hasFireAndRescueServiceCategory
    Indicates the specific fire and rescue service classification or category assigned to an entity, such as a building, facility, or site.
  • C. hasFireServiceCollege
    Indicates that an entity is associated with, or has jurisdiction over, a specific fire service training or educational college.
  • D. hasFireStation
    Indicates that a location or area contains or is served by a fire station.
  • E. hasPrimaryServiceArea
    Indicates that an entity is associated with a main geographic or functional area in which it primarily provides its services.
  • F. None of above.

Provenance (6 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_69d6aae2c3748190bed2ea50dfb160dc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d86db2f4b08190801de1b773932f59 completed April 10, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e624d666c081908253cea4e2da1a4a completed April 20, 2026, 1:06 p.m.
NEDg Description generation batch_69e62cf224f881908badcdab6aea1aef completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e663ffedfc8190a2b51995c62d1e6b completed April 20, 2026, 5:36 p.m.
PD Predicate disambiguation batch_69d808736c5c8190899b5b3b2e797f65 completed April 9, 2026, 8:13 p.m.
Created at: April 8, 2026, 9:36 p.m.