Triple

T13142474
Position Surface form Disambiguated ID Type / Status
Subject Jones Creek, Texas E312242 entity
Predicate hasPublicService P6352 FINISHED
Object Jones Creek Volunteer Fire Department
Jones Creek Volunteer Fire Department is a community-based, volunteer-run fire and emergency response organization serving the town of Jones Creek, Texas.
 E1024980 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: Jones Creek Volunteer Fire Department | Statement: [Jones Creek, Texas, hasPublicService, Jones Creek Volunteer Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jones Creek Volunteer Fire Department
Context triple: [Jones Creek, Texas, hasPublicService, Jones Creek Volunteer Fire Department]
  • A. 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.
  • B. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • C. 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.
  • D. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • E. Carl Junction Fire Department
    Carl Junction Fire Department is the municipal fire and emergency response agency serving the community of Carl Junction, Missouri.
  • 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: Jones Creek Volunteer Fire Department
Triple: [Jones Creek, Texas, hasPublicService, Jones Creek Volunteer Fire Department]
Generated description
Jones Creek Volunteer Fire Department is a community-based, volunteer-run fire and emergency response organization serving the town of Jones Creek, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jones Creek Volunteer Fire Department
Target entity description: Jones Creek Volunteer Fire Department is a community-based, volunteer-run fire and emergency response organization serving the town of Jones Creek, Texas.
  • A. 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.
  • B. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • C. 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.
  • D. Red Oak Fire Rescue
    Red Oak Fire Rescue is the municipal fire and emergency medical services department serving the community of Red Oak, Texas.
  • E. Carl Junction Fire Department
    Carl Junction Fire Department is the municipal fire and emergency response agency serving the community of Carl Junction, Missouri.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981d24da48190b99e713878e8d003 completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae4a87881908be57e15f001c904 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f05a3dd48190a8b2c52f64a2edd0 completed May 3, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_69f6f1a7c8108190a9668d2f0bb634b1 completed May 3, 2026, 6:56 a.m.
Created at: April 9, 2026, 9:10 p.m.