Triple

T9204591
Position Surface form Disambiguated ID Type / Status
Subject Paulsboro, New Jersey E220937 entity
Predicate hasEmergencyServices P464 FINISHED
Object Paulsboro Fire Department
The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
 E783448 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: Paulsboro Fire Department | Statement: [Paulsboro, New Jersey, hasEmergencyServices, Paulsboro Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paulsboro Fire Department
Context triple: [Paulsboro, New Jersey, hasEmergencyServices, Paulsboro Fire Department]
  • A. Morris Plains Fire Department
    The Morris Plains Fire Department is a local firefighting and emergency response agency serving the community of Morris Plains, New Jersey.
  • B. Bound Brook Fire Department
    Bound Brook Fire Department is the municipal fire and rescue agency serving the community of Bound Brook, New Jersey.
  • C. Berkeley Heights Fire Department
    The Berkeley Heights Fire Department is the municipal fire and emergency response agency serving the community of Berkeley Heights, New Jersey.
  • D. Princeton Fire Department
    The Princeton Fire Department is the municipal fire and emergency response agency serving the community of Princeton, Texas.
  • E. Plaistow Fire Department
    The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
  • 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: Paulsboro Fire Department
Triple: [Paulsboro, New Jersey, hasEmergencyServices, Paulsboro Fire Department]
Generated description
The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paulsboro Fire Department
Target entity description: The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
  • A. Morris Plains Fire Department
    The Morris Plains Fire Department is a local firefighting and emergency response agency serving the community of Morris Plains, New Jersey.
  • B. Bound Brook Fire Department
    Bound Brook Fire Department is the municipal fire and rescue agency serving the community of Bound Brook, New Jersey.
  • C. Berkeley Heights Fire Department
    The Berkeley Heights Fire Department is the municipal fire and emergency response agency serving the community of Berkeley Heights, New Jersey.
  • D. Princeton Fire Department
    The Princeton Fire Department is the municipal fire and emergency response agency serving the community of Princeton, Texas.
  • E. Plaistow Fire Department
    The Plaistow Fire Department is the municipal emergency response agency providing fire protection, rescue services, and related public safety support to the town of Plaistow, New Hampshire.
  • 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_69ca83e8e9248190862cf3e41693b310 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd945f37881909f0d30eeb6a7a3ad completed April 1, 2026, 8:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c4e56208190a5b2749b81e467be completed April 4, 2026, 12:33 a.m.
NEDg Description generation batch_69d05d2e27a081909497f48f3b93b1fe completed April 4, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69d05df1a0888190a2bdc48a159b865e completed April 4, 2026, 12:40 a.m.
Created at: March 30, 2026, 7:26 p.m.