Triple

T10830117
Position Surface form Disambiguated ID Type / Status
Subject City of Monroe E255595 entity
Predicate oversees P46 FINISHED
Object Monroe Fire Department
The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
E888682 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: Monroe Fire Department | Statement: [City of Monroe, oversees, Monroe Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monroe Fire Department
Context triple: [City of Monroe, oversees, Monroe Fire Department]
  • A. 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.
  • B. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • C. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • D. Katonah Fire Department
    Katonah Fire Department is a volunteer emergency response organization providing fire protection and rescue services to the Katonah community in New York.
  • E. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • 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: Monroe Fire Department
Triple: [City of Monroe, oversees, Monroe Fire Department]
Generated description
The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monroe Fire Department
Target entity description: The Monroe Fire Department is the municipal fire and emergency services agency responsible for protecting lives and property within the City of Monroe.
  • A. 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.
  • B. Atlantic Fire Department
    The Atlantic Fire Department is the municipal fire and emergency response agency serving the community of Atlantic, Iowa.
  • C. Milton Fire Department
    The Milton Fire Department is the municipal fire and emergency response agency serving the town of Milton, Massachusetts.
  • D. Katonah Fire Department
    Katonah Fire Department is a volunteer emergency response organization providing fire protection and rescue services to the Katonah community in New York.
  • E. Armonk Fire Department
    The Armonk Fire Department is a local volunteer emergency response organization providing fire protection and rescue services to the Armonk community in New York.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d74420fa188190b5b3c59e1a9f551d completed April 9, 2026, 6:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb11a264c8190829ff89f0b13d063 completed April 14, 2026, 9:26 p.m.
NEDg Description generation batch_69deb4deef988190bfcf9a9529738899 completed April 14, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69deb54876ac81909222a7c25bccefe5 completed April 14, 2026, 9:44 p.m.
Created at: April 8, 2026, 9:19 p.m.