Triple

T18853451
Position Surface form Disambiguated ID Type / Status
Subject Crosby, Texas E461106 entity
Predicate servedBy P82 FINISHED
Object Crosby Volunteer Fire Department
The Crosby Volunteer Fire Department is a community-based emergency response organization providing fire protection and rescue services to the residents of Crosby, Texas.
 E1345665 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: Crosby Volunteer Fire Department | Statement: [Crosby, Texas, servedBy, Crosby Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Crosby Volunteer Fire Department
Context triple: [Crosby, Texas, servedBy, Crosby Volunteer Fire Department]
  • A. Cabot Fire Department
    The Cabot Fire Department is the municipal fire and emergency response agency serving the city of Cabot, Arkansas.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro 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. Greenfield Fire Department
    The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
  • 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: Crosby Volunteer Fire Department
Triple: [Crosby, Texas, servedBy, Crosby Volunteer Fire Department]
Generated description
The Crosby Volunteer Fire Department is a community-based emergency response organization providing fire protection and rescue services to the residents of Crosby, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Crosby Volunteer Fire Department
Target entity description: The Crosby Volunteer Fire Department is a community-based emergency response organization providing fire protection and rescue services to the residents of Crosby, Texas.
  • A. Cabot Fire Department
    The Cabot Fire Department is the municipal fire and emergency response agency serving the city of Cabot, Arkansas.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro 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. Greenfield Fire Department
    The Greenfield Fire Department is the municipal fire and emergency services agency serving the city of Greenfield, Wisconsin.
  • 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_69d8dcfa11e4819090ab1ef5bdcd2b2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05a8a708190b9b2b8f95b2f1d23 completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0567799c5c8190834e578cae97b3ba completed May 14, 2026, 6:11 a.m.
NEDg Description generation batch_6a056b4acd00819083be23d698cf8ded completed May 14, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_6a056beea0e88190987589c3d25ddd07 completed May 14, 2026, 6:30 a.m.
Created at: April 10, 2026, 11:56 a.m.