Triple

T9083743
Position Surface form Disambiguated ID Type / Status
Subject Glendale, Wisconsin E217696 entity
Predicate hasFireService P8978 FINISHED
Object North Shore Fire/Rescue
North Shore Fire/Rescue is a regional fire and emergency medical services department serving multiple communities in the North Shore area of Milwaukee County, Wisconsin.
 E775756 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 Shore Fire/Rescue | Statement: [Glendale, Wisconsin, hasFireService, North Shore Fire/Rescue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Shore Fire/Rescue
Context triple: [Glendale, Wisconsin, hasFireService, North Shore Fire/Rescue]
  • A. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • B. Ross Fire Department
    The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
  • C. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • D. Rockland Fire Department
    The Rockland Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Rockland, Massachusetts.
  • E. Quincy Fire Department
    The Quincy Fire Department is the municipal fire and emergency response agency serving the city of Quincy, Massachusetts, including neighborhoods such as Houghs Neck.
  • 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 Shore Fire/Rescue
Triple: [Glendale, Wisconsin, hasFireService, North Shore Fire/Rescue]
Generated description
North Shore Fire/Rescue is a regional fire and emergency medical services department serving multiple communities in the North Shore area of Milwaukee County, Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Shore Fire/Rescue
Target entity description: North Shore Fire/Rescue is a regional fire and emergency medical services department serving multiple communities in the North Shore area of Milwaukee County, Wisconsin.
  • A. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • B. Ross Fire Department
    The Ross Fire Department is the local emergency response agency providing fire protection, rescue services, and related public safety support to the town of Ross, California.
  • C. Avon Fire Department
    The Avon Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the town of Avon, Massachusetts.
  • D. Rockland Fire Department
    The Rockland Fire Department is the municipal emergency services agency responsible for fire suppression, rescue operations, and related public safety services in Rockland, Massachusetts.
  • E. Quincy Fire Department
    The Quincy Fire Department is the municipal fire and emergency response agency serving the city of Quincy, Massachusetts, including neighborhoods such as Houghs Neck.
  • 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_69ca83d7a0388190ba1af89ed7ba36f9 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc960b45fc8190adf4bdc41b103e86 completed April 1, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffe30093481908b3ec394cf585642 completed April 3, 2026, 5:51 p.m.
NEDg Description generation batch_69d000d5b24481908679dbb92372c4b9 completed April 3, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69d001692c3481909924615717e316c2 completed April 3, 2026, 6:05 p.m.
Created at: March 30, 2026, 7:13 p.m.