Triple

T2944358
Position Surface form Disambiguated ID Type / Status
Subject City of Corinth, Texas E79463 entity
Predicate hasPublicSafetyService P13246 FINISHED
Object Corinth Fire Department
The Corinth Fire Department is the municipal fire and emergency response agency serving the community of Corinth, Texas.
 E313258 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: Corinth Fire Department | Statement: [City of Corinth, Texas, hasPublicSafetyService, Corinth Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Corinth Fire Department
Context triple: [City of Corinth, Texas, hasPublicSafetyService, Corinth Fire Department]
  • A. Corinth Police Department
    The Corinth Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Corinth, Texas.
  • B. Corinth City Council
    The Corinth City Council is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal affairs in Corinth, Texas.
  • C. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • D. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • E. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • 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: Corinth Fire Department
Triple: [City of Corinth, Texas, hasPublicSafetyService, Corinth Fire Department]
Generated description
The Corinth Fire Department is the municipal fire and emergency response agency serving the community of Corinth, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Corinth Fire Department
Target entity description: The Corinth Fire Department is the municipal fire and emergency response agency serving the community of Corinth, Texas.
  • A. Corinth Police Department
    The Corinth Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city limits of Corinth, Texas.
  • B. Corinth City Council
    The Corinth City Council is the elected governing body responsible for setting policy, passing local ordinances, and overseeing municipal affairs in Corinth, Texas.
  • C. Apex Fire Department
    The Apex Fire Department is the municipal fire and emergency services agency responsible for fire protection, rescue, and related public safety services in the town of Apex, North Carolina.
  • D. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • E. Seattle Fire Department
    The Seattle Fire Department is the municipal fire and emergency services agency responsible for firefighting, rescue, and medical response throughout the city of Seattle, Washington.
  • 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_69ad8b1089588190b74d9e2505e45762 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98b0db5081908e84def20a5e4a2d completed March 8, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc7584588190a8f67621406636ed completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd174d3c8190b57a98ba324ce93c completed March 11, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b0fda9e3e08190a765ebd814de8466 completed March 11, 2026, 5:29 a.m.
Created at: March 8, 2026, 2:56 p.m.