Triple

T8260370
Position Surface form Disambiguated ID Type / Status
Subject East Grand Forks, Minnesota E193175 entity
Predicate isServedBy P1293 FINISHED
Object East Grand Forks Fire Department
The East Grand Forks Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in East Grand Forks, Minnesota.
 E722593 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: East Grand Forks Fire Department | Statement: [East Grand Forks, Minnesota, isServedBy, East Grand Forks Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: East Grand Forks Fire Department
Context triple: [East Grand Forks, Minnesota, isServedBy, East Grand Forks Fire Department]
  • A. East Grand Forks Police Department
    The East Grand Forks Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of East Grand Forks, Minnesota.
  • B. East Grand Forks Public Schools
    East Grand Forks Public Schools is the public school district serving students in the city of East Grand Forks, Minnesota.
  • C. Redford Township Fire Department
    The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
  • D. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • E. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • 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: East Grand Forks Fire Department
Triple: [East Grand Forks, Minnesota, isServedBy, East Grand Forks Fire Department]
Generated description
The East Grand Forks Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in East Grand Forks, Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: East Grand Forks Fire Department
Target entity description: The East Grand Forks Fire Department is the municipal agency responsible for fire protection, emergency response, and related public safety services in East Grand Forks, Minnesota.
  • A. East Grand Forks Police Department
    The East Grand Forks Police Department is the municipal law enforcement agency responsible for maintaining public safety and enforcing laws within the city of East Grand Forks, Minnesota.
  • B. East Grand Forks Public Schools
    East Grand Forks Public Schools is the public school district serving students in the city of East Grand Forks, Minnesota.
  • C. Redford Township Fire Department
    The Redford Township Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety response for Redford Township, Michigan.
  • D. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • E. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb793479d08190bd0dd8740bebff95 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd681e22188190b07ce523e2554812 completed April 1, 2026, 6:46 p.m.
NEDg Description generation batch_69cd6c21172481908dc04b85ee4370a8 completed April 1, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69cd7df568788190a5a219baa65a6a19 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:49 p.m.