Triple

T8935486
Position Surface form Disambiguated ID Type / Status
Subject Thiensville, Wisconsin E212764 entity
Predicate hasEmergencyService P464 FINISHED
Object Thiensville Fire Department
Thiensville Fire Department is the local fire and emergency response agency serving the village of Thiensville, Wisconsin.
 E767017 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: Thiensville Fire Department | Statement: [Thiensville, Wisconsin, hasEmergencyService, Thiensville Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thiensville Fire Department
Context triple: [Thiensville, Wisconsin, hasEmergencyService, Thiensville Fire Department]
  • A. Troy Fire Department
    The Troy Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Troy, Michigan.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • C. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • D. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • E. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • 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: Thiensville Fire Department
Triple: [Thiensville, Wisconsin, hasEmergencyService, Thiensville Fire Department]
Generated description
Thiensville Fire Department is the local fire and emergency response agency serving the village of Thiensville, Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thiensville Fire Department
Target entity description: Thiensville Fire Department is the local fire and emergency response agency serving the village of Thiensville, Wisconsin.
  • A. Troy Fire Department
    The Troy Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property in the city of Troy, Michigan.
  • B. Fairview Fire Department
    The Fairview Fire Department is the municipal fire and emergency response agency serving the town of Fairview, Texas.
  • C. Midfield Fire Department
    Midfield Fire Department is the municipal fire and emergency response agency serving the community of Midfield, Alabama.
  • D. Karns Fire Department
    Karns Fire Department is a volunteer-based fire and emergency services organization serving the Karns community and surrounding areas.
  • E. Fairburn Fire Department
    The Fairburn Fire Department is the municipal fire and emergency services agency serving the city of Fairburn, Georgia.
  • 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_69ca8395c438819087d7cb844ab5990c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66928cec8190915636d663f843af completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1e241a08190bc935c4f0dde9d2f completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc2945a288190b780bae59c737702 completed April 3, 2026, 1:37 p.m.
NED2 Entity disambiguation (via description) batch_69cfc3087cac81908e1c178dd4606ade completed April 3, 2026, 1:39 p.m.
Created at: March 30, 2026, 6:58 p.m.