Triple

T11867077
Position Surface form Disambiguated ID Type / Status
Subject Hales Corners, Wisconsin E282311 entity
Predicate hasPublicService P6352 FINISHED
Object Hales Corners Fire Department
The Hales Corners Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the village of Hales Corners, Wisconsin.
 E950963 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: Hales Corners Fire Department | Statement: [Hales Corners, Wisconsin, hasPublicService, Hales Corners Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hales Corners Fire Department
Context triple: [Hales Corners, Wisconsin, hasPublicService, Hales Corners Fire Department]
  • A. Halesite Fire Department
    The Halesite Fire Department is a local volunteer fire and emergency services organization serving the Halesite community in Suffolk County, New York.
  • B. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • 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. Harper Woods Fire Department
    The Harper Woods Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Harper Woods, Michigan.
  • E. South Holland Fire Department
    The South Holland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of South Holland, Illinois.
  • 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: Hales Corners Fire Department
Triple: [Hales Corners, Wisconsin, hasPublicService, Hales Corners Fire Department]
Generated description
The Hales Corners Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the village of Hales Corners, Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hales Corners Fire Department
Target entity description: The Hales Corners Fire Department is the municipal emergency services agency providing fire protection, rescue, and emergency medical response for the village of Hales Corners, Wisconsin.
  • A. Halesite Fire Department
    The Halesite Fire Department is a local volunteer fire and emergency services organization serving the Halesite community in Suffolk County, New York.
  • B. Huron Township Fire Department
    The Huron Township Fire Department is the local fire and emergency response agency serving Huron Township in Erie County, Ohio.
  • 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. Harper Woods Fire Department
    The Harper Woods Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Harper Woods, Michigan.
  • E. South Holland Fire Department
    The South Holland Fire Department is the municipal agency responsible for providing fire suppression, emergency medical services, and related public safety functions to the community of South Holland, Illinois.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a73a233081909449ab294d01a512 completed April 10, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69f2819229ec81908a3bc5579d661c20 completed April 29, 2026, 10:09 p.m.
NEDg Description generation batch_69f28a92ac90819092eef473a49d329e completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28c462d888190a43e042b00921dbe completed April 29, 2026, 10:55 p.m.
Created at: April 8, 2026, 9:43 p.m.