Triple

T15524068
Position Surface form Disambiguated ID Type / Status
Subject NWFD E369038 entity
Predicate standsFor P590 FINISHED
Object Northwestern Fire Department
Northwestern Fire Department is a local emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the Northwestern area it serves.
 E1161822 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: Northwestern Fire Department | Statement: [NWFD, standsFor, Northwestern Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northwestern Fire Department
Context triple: [NWFD, standsFor, Northwestern Fire Department]
  • A. 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.
  • B. 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.
  • C. Lincoln Park Fire Department
    The Lincoln Park Fire Department is the municipal fire and emergency response agency serving the community of Lincoln Park, New Jersey.
  • D. Edina Fire Department
    The Edina Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the city of Edina, Minnesota.
  • E. 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.
  • 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: Northwestern Fire Department
Triple: [NWFD, standsFor, Northwestern Fire Department]
Generated description
Northwestern Fire Department is a local emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the Northwestern area it serves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northwestern Fire Department
Target entity description: Northwestern Fire Department is a local emergency services agency responsible for fire suppression, rescue operations, and related public safety services in the Northwestern area it serves.
  • A. 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.
  • B. 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.
  • C. Lincoln Park Fire Department
    The Lincoln Park Fire Department is the municipal fire and emergency response agency serving the community of Lincoln Park, New Jersey.
  • D. Edina Fire Department
    The Edina Fire Department is the municipal agency responsible for fire protection, emergency medical response, and related public safety services in the city of Edina, Minnesota.
  • E. 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.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e04143bda08190a2dee44918c1ad1c completed April 16, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d5706948190a1c0f466f7ef8857 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3e5643088190a9b001ef815ddd3a completed May 9, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff3f4456f88190b7fc9b853b0155e4 completed May 9, 2026, 2:05 p.m.
Created at: April 10, 2026, 4:05 a.m.