Triple

T10634714
Position Surface form Disambiguated ID Type / Status
Subject Frankfort, Illinois E250548 entity
Predicate hasPublicService P6352 FINISHED
Object Frankfort Fire Protection District
Frankfort Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety support to the community of Frankfort, Illinois, and surrounding areas.
 E876474 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: Frankfort Fire Protection District | Statement: [Frankfort, Illinois, hasPublicService, Frankfort Fire Protection District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frankfort Fire Protection District
Context triple: [Frankfort, Illinois, hasPublicService, Frankfort Fire Protection District]
  • A. Tri-State Fire Protection District
    Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
  • B. O'Fallon Fire Protection District
    O'Fallon Fire Protection District is the public fire and emergency services agency responsible for protecting lives and property in and around O'Fallon, Missouri.
  • C. Lexington Fire Department
    The Lexington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Lexington, Massachusetts.
  • D. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • E. Richmond Heights Fire Department
    The Richmond Heights Fire Department is the municipal emergency services agency providing fire protection, rescue, and medical response for the city of Richmond Heights, 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: Frankfort Fire Protection District
Triple: [Frankfort, Illinois, hasPublicService, Frankfort Fire Protection District]
Generated description
Frankfort Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety support to the community of Frankfort, Illinois, and surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frankfort Fire Protection District
Target entity description: Frankfort Fire Protection District is the local agency responsible for providing fire suppression, emergency medical services, and related public safety support to the community of Frankfort, Illinois, and surrounding areas.
  • A. Tri-State Fire Protection District
    Tri-State Fire Protection District is a regional fire and emergency medical services agency that provides fire protection and rescue services to the Village of Darien and surrounding communities.
  • B. O'Fallon Fire Protection District
    O'Fallon Fire Protection District is the public fire and emergency services agency responsible for protecting lives and property in and around O'Fallon, Missouri.
  • C. Lexington Fire Department
    The Lexington Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and related public safety operations in Lexington, Massachusetts.
  • D. Piedmont Fire Department
    The Piedmont Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Piedmont.
  • E. Richmond Heights Fire Department
    The Richmond Heights Fire Department is the municipal emergency services agency providing fire protection, rescue, and medical response for the city of Richmond Heights, 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfac70f481908363f9ac0b651fbe completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96bbd64d8819089d55af875d39e45 completed April 10, 2026, 9:29 p.m.
NEDg Description generation batch_69d9701de92881908c0b8f05eae97e35 completed April 10, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69d970f3f78081909bcb2dae6dae06d5 completed April 10, 2026, 9:51 p.m.
Created at: April 8, 2026, 9:03 p.m.