Triple

T20622355
Position Surface form Disambiguated ID Type / Status
Subject Lodi, New Jersey E506730 entity
Predicate hasFireDepartment P464 FINISHED
Object Lodi Fire Department
The Lodi Fire Department is the municipal fire and emergency response agency serving the borough of Lodi, New Jersey.
 E1441105 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: Lodi Fire Department | Statement: [Lodi, New Jersey, hasFireDepartment, Lodi Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lodi Fire Department
Context triple: [Lodi, New Jersey, hasFireDepartment, Lodi Fire Department]
  • A. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • B. Clovis Fire Department
    The Clovis Fire Department is the municipal emergency response agency responsible for fire protection, rescue services, and related public safety operations in the city of Clovis.
  • C. Clark Fire Department
    The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
  • D. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • E. Los Banos Fire Department
    The Los Banos Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Los Banos, California.
  • 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: Lodi Fire Department
Triple: [Lodi, New Jersey, hasFireDepartment, Lodi Fire Department]
Generated description
The Lodi Fire Department is the municipal fire and emergency response agency serving the borough of Lodi, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lodi Fire Department
Target entity description: The Lodi Fire Department is the municipal fire and emergency response agency serving the borough of Lodi, New Jersey.
  • A. Westwood Fire Department
    The Westwood Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Westwood, Massachusetts.
  • B. Clovis Fire Department
    The Clovis Fire Department is the municipal emergency response agency responsible for fire protection, rescue services, and related public safety operations in the city of Clovis.
  • C. Clark Fire Department
    The Clark Fire Department is the municipal fire and emergency response agency serving the community of Clark, New Jersey.
  • D. Bryant Fire Department
    The Bryant Fire Department is the municipal fire and emergency response agency serving the city of Bryant, Arkansas.
  • E. Los Banos Fire Department
    The Los Banos Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related safety services to the community of Los Banos, California.
  • 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_69e0b4bc90988190ac360aaf645efc1d completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6abe25c208190af057bcd1aa6219d completed April 20, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb1987e08190a9ecf4fe131c1cb4 completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bc062b808190a86683057a0f0baf completed May 16, 2026, 6:48 p.m.
NED2 Entity disambiguation (via description) batch_6a08bc7b24448190a498e09c1d9e4a5d completed May 16, 2026, 6:50 p.m.
Created at: April 16, 2026, 11:42 a.m.