Triple

T5378042
Position Surface form Disambiguated ID Type / Status
Subject Bedford, Texas E113008 entity
Predicate hasFacility P105 FINISHED
Object Bedford Fire Department
The Bedford Fire Department is the municipal fire and emergency services agency serving the city of Bedford, Texas.
 E517515 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: Bedford Fire Department | Statement: [Bedford, Texas, hasFacility, Bedford Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bedford Fire Department
Context triple: [Bedford, Texas, hasFacility, Bedford Fire Department]
  • A. Bedford Fire Department
    The Bedford Fire Department is a local emergency services agency that provides fire protection, rescue operations, and related public safety services to the community of Bedford, New York.
  • B. Bedford Police Department
    The Bedford Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Bedford, Texas.
  • C. Bedford Police Department
    The Bedford Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Bedford, New York, including the hamlet of Katonah.
  • D. Peabody Fire Department
    The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
  • E. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • 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: Bedford Fire Department
Triple: [Bedford, Texas, hasFacility, Bedford Fire Department]
Generated description
The Bedford Fire Department is the municipal fire and emergency services agency serving the city of Bedford, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bedford Fire Department
Target entity description: The Bedford Fire Department is the municipal fire and emergency services agency serving the city of Bedford, Texas.
  • A. Bedford Fire Department
    The Bedford Fire Department is a local emergency services agency that provides fire protection, rescue operations, and related public safety services to the community of Bedford, New York.
  • B. Bedford Police Department
    The Bedford Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Bedford, New York, including the hamlet of Katonah.
  • C. Bedford Police Department
    The Bedford Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Bedford, Texas.
  • D. Peabody Fire Department
    The Peabody Fire Department is the municipal emergency response agency responsible for fire suppression, rescue services, and related public safety operations in the city of Peabody.
  • E. Bourne Fire Department
    The Bourne Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the Town of Bourne, Massachusetts.
  • 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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86cb13ac81909dc364e7d3605844 completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf334fb498819089a33be56fa47a01 completed March 22, 2026, 12:09 a.m.
NEDg Description generation batch_69bf340a51848190b4722f456f997833 completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf34714e808190b06b47891ea31bbf completed March 22, 2026, 12:14 a.m.
Created at: March 20, 2026, 2:03 p.m.