Triple

T6255162
Position Surface form Disambiguated ID Type / Status
Subject Grand Ridge, Florida E140143 entity
Predicate hasPublicSafetyFacility P67367 FINISHED
Object Grand Ridge Volunteer Fire Department
The Grand Ridge Volunteer Fire Department is a community-based firefighting and emergency response organization serving the town of Grand Ridge, Florida.
E580202 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: Grand Ridge Volunteer Fire Department | Statement: [Grand Ridge, Florida, hasPublicSafetyFacility, Grand Ridge Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grand Ridge Volunteer Fire Department
Context triple: [Grand Ridge, Florida, hasPublicSafetyFacility, Grand Ridge Volunteer 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. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • C. Rough and Ready Volunteer Fire Department
    Rough and Ready Volunteer Fire Department is a local volunteer-based fire and emergency services organization serving the community of Rough and Ready, California.
  • D. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • E. Pound Ridge Volunteer Fire Department
    Pound Ridge Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving the town of Pound Ridge in Westchester County, New York.
  • 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: Grand Ridge Volunteer Fire Department
Triple: [Grand Ridge, Florida, hasPublicSafetyFacility, Grand Ridge Volunteer Fire Department]
Generated description
The Grand Ridge Volunteer Fire Department is a community-based firefighting and emergency response organization serving the town of Grand Ridge, Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grand Ridge Volunteer Fire Department
Target entity description: The Grand Ridge Volunteer Fire Department is a community-based firefighting and emergency response organization serving the town of Grand Ridge, Florida.
  • 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. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • C. Rough and Ready Volunteer Fire Department
    Rough and Ready Volunteer Fire Department is a local volunteer-based fire and emergency services organization serving the community of Rough and Ready, California.
  • D. Vails Gate Fire Department
    Vails Gate Fire Department is a local fire and emergency services agency serving the community of Vails Gate, New York.
  • E. Pound Ridge Volunteer Fire Department
    Pound Ridge Volunteer Fire Department is a community-based, all-volunteer fire and emergency response organization serving the town of Pound Ridge in Westchester County, New York.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPublicSafetyFacility
Context triple: [Grand Ridge, Florida, hasPublicSafetyFacility, Grand Ridge Volunteer Fire Department]
  • A. hasPublicSafetyProvider chosen
    Indicates that an entity is served or protected by a designated public safety provider, such as police, fire, or emergency services.
  • B. isGovernmentFacility
    Indicates that the subject entity functions as a facility owned, operated, or officially designated for use by a government or its agencies.
  • C. isSecureFacility
    Indicates that a facility has protections, controls, and safeguards in place to prevent unauthorized access, tampering, or security breaches.
  • D. hasNotableFacility
    Indicates that an entity possesses or hosts a facility that is of particular significance, prominence, or interest.
  • E. isNationalFacilityFor
    Indicates that something serves as an officially designated national-level facility for a particular purpose, function, or domain.
  • 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_69c008b4858c819095b0199114a9a87b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06363d6008190bf05e003b1f74497 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c2443138788190835ed3fd99f21827 completed March 24, 2026, 7:58 a.m.
NEDg Description generation batch_69c4fb6bb9bc8190a29ae09221aa5464 completed March 26, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c4fc075dd881908230bb66d1445d5a completed March 26, 2026, 9:27 a.m.
PD Predicate disambiguation batch_69c05605566c81908e197f5accd072d2 completed March 22, 2026, 8:50 p.m.
Created at: March 22, 2026, 4:24 p.m.