Triple

T11374088
Position Surface form Disambiguated ID Type / Status
Subject North Chicago, Illinois E269418 entity
Predicate hasJurisdiction P285 FINISHED
Object North Chicago Fire Department
The North Chicago Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of North Chicago, Illinois.
E922028 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 Chicago Fire Department | Statement: [North Chicago, Illinois, hasJurisdiction, North Chicago Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Chicago Fire Department
Context triple: [North Chicago, Illinois, hasJurisdiction, North Chicago Fire Department]
  • A. Calumet City Fire Department
    The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
  • B. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • C. Gurnee Fire Department
    The Gurnee Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Gurnee, Illinois.
  • D. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • E. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • 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 Chicago Fire Department
Triple: [North Chicago, Illinois, hasJurisdiction, North Chicago Fire Department]
Generated description
The North Chicago Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of North Chicago, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Chicago Fire Department
Target entity description: The North Chicago Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of North Chicago, Illinois.
  • A. Calumet City Fire Department
    The Calumet City Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for Calumet City, Illinois.
  • B. Naperville Fire Department
    The Naperville Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the city of Naperville, Illinois.
  • C. Gurnee Fire Department
    The Gurnee Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the community of Gurnee, Illinois.
  • D. Hoffman Estates Fire Department
    The Hoffman Estates Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and rescue operations for the village of Hoffman Estates, Illinois.
  • E. Glenview Fire Department
    The Glenview Fire Department is a municipal fire and emergency services agency serving the community of Glenview, Illinois, providing fire suppression, rescue, and emergency medical response.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea8d244c8190b865260338edb532 completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5568e3e108190ab843236b417f150 completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c7de3c8190befb6d7131129a2c completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a776390819082d47ad00cf1862b completed April 19, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:33 p.m.