Triple

T20558553
Position Surface form Disambiguated ID Type / Status
Subject Menomonee Falls, Wisconsin E504783 entity
Predicate hasPublicService P6352 FINISHED
Object 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.
 E1439039 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: Menomonee Falls Fire Department | Statement: [Menomonee Falls, Wisconsin, hasPublicService, Menomonee Falls Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Menomonee Falls Fire Department
Context triple: [Menomonee Falls, Wisconsin, hasPublicService, Menomonee Falls Fire Department]
  • A. Menomonee Falls Police Department
    The Menomonee Falls Police Department is the local law enforcement agency responsible for public safety, crime prevention, and community policing in Menomonee Falls, Wisconsin.
  • B. Madison Fire Department
    The Madison Fire Department is the municipal fire and emergency response agency serving the community of Madison, New Jersey.
  • 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. Maumelle Fire Department
    The Maumelle Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Maumelle, Arkansas.
  • E. Peotone Fire Protection District
    Peotone Fire Protection District is the local fire and emergency medical services agency responsible for protecting the community of Peotone, Illinois and its surrounding area.
  • 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: Menomonee Falls Fire Department
Triple: [Menomonee Falls, Wisconsin, hasPublicService, Menomonee Falls Fire Department]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Menomonee Falls Fire Department
Target entity description: 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.
  • A. Menomonee Falls Police Department
    The Menomonee Falls Police Department is the local law enforcement agency responsible for public safety, crime prevention, and community policing in Menomonee Falls, Wisconsin.
  • B. Madison Fire Department
    The Madison Fire Department is the municipal fire and emergency response agency serving the community of Madison, New Jersey.
  • 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. Maumelle Fire Department
    The Maumelle Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Maumelle, Arkansas.
  • E. Peotone Fire Protection District
    Peotone Fire Protection District is the local fire and emergency medical services agency responsible for protecting the community of Peotone, Illinois and its surrounding area.
  • 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_69e0b4b6587c8190aee63dc7cff244ea completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5e178648190910795bae5422e50 completed April 20, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08acd907088190b1c261267381c3b8 completed May 16, 2026, 5:43 p.m.
NEDg Description generation batch_6a08ae5320d08190b8ce6fbe4909af18 completed May 16, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_6a08aed4a9908190bf7bd5f0147ff6f2 completed May 16, 2026, 5:52 p.m.
Created at: April 16, 2026, 11:38 a.m.