Triple

T18981154
Position Surface form Disambiguated ID Type / Status
Subject City of Terrell Hills E464425 entity
Predicate fireProtectionProvidedBy P957 FINISHED
Object Terrell Hills Fire Department
The Terrell Hills Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the City of Terrell Hills.
 E1351956 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: Terrell Hills Fire Department | Statement: [City of Terrell Hills, fireProtectionProvidedBy, Terrell Hills Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Terrell Hills Fire Department
Context triple: [City of Terrell Hills, fireProtectionProvidedBy, Terrell Hills Fire Department]
  • A. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • B. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • C. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • D. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • E. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • 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: Terrell Hills Fire Department
Triple: [City of Terrell Hills, fireProtectionProvidedBy, Terrell Hills Fire Department]
Generated description
The Terrell Hills Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the City of Terrell Hills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Terrell Hills Fire Department
Target entity description: The Terrell Hills Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the City of Terrell Hills.
  • A. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • B. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • C. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • D. Dennis Fire Department
    The Dennis Fire Department is the municipal fire and emergency services agency serving the town of Dennis, Massachusetts.
  • E. Melissa Fire Department
    Melissa Fire Department is the municipal fire and emergency response agency serving the city of Melissa, Texas.
  • 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_69d8dd008af48190a97ff1c6488edf1b completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d65c11808190810c79c91799dec0 completed April 20, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05ad41b9188190a947489a40df02c9 completed May 14, 2026, 11:08 a.m.
NEDg Description generation batch_6a05ae57ce7881909d15b7ac451b98a9 completed May 14, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_6a05af24cb288190913827bf30a9a010 completed May 14, 2026, 11:16 a.m.
Created at: April 10, 2026, 12:01 p.m.