Triple

T11373738
Position Surface form Disambiguated ID Type / Status
Subject Plympton, Massachusetts E269408 entity
Predicate hasFireDepartment P464 FINISHED
Object Plympton Fire Department
The Plympton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Plympton, Massachusetts.
E923391 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: Plympton Fire Department | Statement: [Plympton, Massachusetts, hasFireDepartment, Plympton Fire Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plympton Fire Department
Context triple: [Plympton, Massachusetts, hasFireDepartment, Plympton Fire Department]
  • A. Plymouth Fire Department
    The Plymouth Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Plymouth, Michigan.
  • B. Plympton Police Department
    The Plympton Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Plympton, Massachusetts.
  • C. Plainville Fire Department
    The Plainville Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Plainville, Massachusetts.
  • D. Pembroke Fire Department
    Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
  • 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: Plympton Fire Department
Triple: [Plympton, Massachusetts, hasFireDepartment, Plympton Fire Department]
Generated description
The Plympton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Plympton, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plympton Fire Department
Target entity description: The Plympton Fire Department is the municipal agency responsible for providing fire protection, emergency medical services, and related public safety functions to the town of Plympton, Massachusetts.
  • A. Plymouth Fire Department
    The Plymouth Fire Department is the municipal agency responsible for providing fire protection, emergency medical response, and related public safety services to the community of Plymouth, Michigan.
  • B. Plympton Police Department
    The Plympton Police Department is the local law enforcement agency responsible for public safety and policing services in the town of Plympton, Massachusetts.
  • C. Plainville Fire Department
    The Plainville Fire Department is the municipal agency responsible for fire protection, emergency medical services, and related public safety operations in Plainville, Massachusetts.
  • D. Pembroke Fire Department
    Pembroke Fire Department is the municipal fire and emergency response agency serving the town of Pembroke, New Hampshire.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea8d244c8190b865260338edb532 completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58bdaabd48190ab533c1c7f3b5fd8 completed April 20, 2026, 2:13 a.m.
NEDg Description generation batch_69e59774e6648190a38b2515a83c2e0c completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3abf24481908fb71f4ef6b13532 completed April 20, 2026, 3:55 a.m.
Created at: April 8, 2026, 9:33 p.m.