Triple

T6056758
Position Surface form Disambiguated ID Type / Status
Subject Orrington, Maine E134931 entity
Predicate hasEmergencyServices P464 FINISHED
Object Orrington Fire and Rescue
Orrington Fire and Rescue is the municipal fire and emergency response department serving the town of Orrington, Maine.
 E564173 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: Orrington Fire and Rescue | Statement: [Orrington, Maine, hasEmergencyServices, Orrington Fire and Rescue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orrington Fire and Rescue
Context triple: [Orrington, Maine, hasEmergencyServices, Orrington Fire and Rescue]
  • A. Hampden Fire Department
    The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
  • B. Brockton Fire Department
    The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
  • C. Old Town Fire Department
    Old Town Fire Department is the municipal fire and emergency response agency serving the community of Old Town, Maine.
  • D. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • E. Caldwell Fire Department
    The Caldwell Fire Department is the municipal fire and emergency response agency serving the Borough of Caldwell in Essex County, 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: Orrington Fire and Rescue
Triple: [Orrington, Maine, hasEmergencyServices, Orrington Fire and Rescue]
Generated description
Orrington Fire and Rescue is the municipal fire and emergency response department serving the town of Orrington, Maine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orrington Fire and Rescue
Target entity description: Orrington Fire and Rescue is the municipal fire and emergency response department serving the town of Orrington, Maine.
  • A. Hampden Fire Department
    The Hampden Fire Department is the municipal emergency services agency responsible for fire protection, rescue operations, and related public safety services in Hampden, Maine.
  • B. Brockton Fire Department
    The Brockton Fire Department is the municipal agency responsible for fire suppression, emergency medical services, and rescue operations in the city of Brockton, Massachusetts.
  • C. Old Town Fire Department
    Old Town Fire Department is the municipal fire and emergency response agency serving the community of Old Town, Maine.
  • D. Johnston Fire Department
    The Johnston Fire Department is the municipal fire and emergency services agency serving the town of Johnston, Rhode Island.
  • E. Caldwell Fire Department
    The Caldwell Fire Department is the municipal fire and emergency response agency serving the Borough of Caldwell in Essex County, 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_69c00877b6d4819096b0e163728b73a3 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0570bf01c8190a8b2c25b7805d403 completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c113b06d188190839cfc48a2461d65 completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c114dcc99481909163f0f40f1a6358 completed March 23, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69c115552c188190b500d96e86410180 completed March 23, 2026, 10:26 a.m.
Created at: March 22, 2026, 4:09 p.m.