Triple

T9645633
Position Surface form Disambiguated ID Type / Status
Subject Fairview E233186 entity
Predicate fireProtectionBy P8978 FINISHED
Object Camden Fire Department
The Camden Fire Department is the municipal firefighting and emergency response agency serving the city of Camden, New Jersey, and surrounding neighborhoods such as Fairview.
 E812160 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: Camden Fire Department | Statement: [Fairview, fireProtectionBy, Camden Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Camden Fire Department
Context triple: [Fairview, fireProtectionBy, Camden Fire Department]
  • A. Paulsboro Fire Department
    The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
  • B. 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.
  • C. Princeton Fire Department
    The Princeton Fire Department is the municipal fire and emergency response agency serving the community of Princeton, Texas.
  • D. 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.
  • E. 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.
  • 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: Camden Fire Department
Triple: [Fairview, fireProtectionBy, Camden Fire Department]
Generated description
The Camden Fire Department is the municipal firefighting and emergency response agency serving the city of Camden, New Jersey, and surrounding neighborhoods such as Fairview.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Camden Fire Department
Target entity description: The Camden Fire Department is the municipal firefighting and emergency response agency serving the city of Camden, New Jersey, and surrounding neighborhoods such as Fairview.
  • A. Paulsboro Fire Department
    The Paulsboro Fire Department is the municipal fire and emergency response agency serving the community of Paulsboro, New Jersey.
  • B. 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.
  • C. Princeton Fire Department
    The Princeton Fire Department is the municipal fire and emergency response agency serving the community of Princeton, Texas.
  • D. 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.
  • E. 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.
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b8122148190bd0af3a04b21e53e completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18258489081909f0b328e223777fc completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d1842a39ac8190a43323c29316df08 completed April 4, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69d1849df0a481908777fa263fe8bd10 completed April 4, 2026, 9:37 p.m.
Created at: March 30, 2026, 8:12 p.m.