Triple

T22192679
Position Surface form Disambiguated ID Type / Status
Subject North Fond du Lac, Wisconsin E548467 entity
Predicate hasFireDepartment P464 FINISHED
Object North Fond du Lac Fire Department
The North Fond du Lac Fire Department is the municipal fire and emergency response agency serving the village of North Fond du Lac, Wisconsin.
 E1523956 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: North Fond du Lac Fire Department | Statement: [North Fond du Lac, Wisconsin, hasFireDepartment, North Fond du Lac Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Fond du Lac Fire Department
Context triple: [North Fond du Lac, Wisconsin, hasFireDepartment, North Fond du Lac Fire Department]
  • A. Menomonee Falls Fire Department
    The Menomonee Falls Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the community of Menomonee Falls, Wisconsin.
  • B. 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.
  • C. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • D. Northwestern Fire Department
    Northwestern Fire Department is a local emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the Northwestern area it serves.
  • E. Madison Fire Department
    The Madison Fire Department is the municipal fire and emergency response agency serving the community of Madison, New Jersey.
  • 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: North Fond du Lac Fire Department
Triple: [North Fond du Lac, Wisconsin, hasFireDepartment, North Fond du Lac Fire Department]
Generated description
The North Fond du Lac Fire Department is the municipal fire and emergency response agency serving the village of North Fond du Lac, Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Fond du Lac Fire Department
Target entity description: The North Fond du Lac Fire Department is the municipal fire and emergency response agency serving the village of North Fond du Lac, Wisconsin.
  • A. Menomonee Falls Fire Department
    The Menomonee Falls Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the community of Menomonee Falls, Wisconsin.
  • B. 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.
  • C. Van Buren Township Fire Department
    The Van Buren Township Fire Department is the municipal fire and emergency response agency serving Van Buren Township, Michigan.
  • D. Northwestern Fire Department
    Northwestern Fire Department is a local emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the Northwestern area it serves.
  • E. Madison Fire Department
    The Madison Fire Department is the municipal fire and emergency response agency serving the community of Madison, New Jersey.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae49ec881908fa42446b19e3f2d completed April 28, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aa60e47c881909096698dd7d82e7f completed May 18, 2026, 5:39 a.m.
NEDg Description generation batch_6a0aa6c001d48190b49866f02514aa28 completed May 18, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa74204a081909fa0d80858bfa6bb completed May 18, 2026, 5:44 a.m.
Created at: April 16, 2026, 8:35 p.m.