Triple

T17612069
Position Surface form Disambiguated ID Type / Status
Subject Canton city government E428986 entity
Predicate oversees P46 FINISHED
Object Canton Parks and Recreation Department
The Canton Parks and Recreation Department is the municipal agency responsible for managing and maintaining the public parks, recreational facilities, and community leisure programs in Canton.
 E1277676 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: Canton Parks and Recreation Department | Statement: [Canton city government, oversees, Canton Parks and Recreation Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Canton Parks and Recreation Department
Context triple: [Canton city government, oversees, Canton Parks and Recreation Department]
  • A. Newton Parks and Recreation Department
    Newton Parks and Recreation Department is the municipal agency responsible for managing and maintaining the city of Newton, Massachusetts’s public parks, recreational facilities, and community programming.
  • B. Kent Parks and Recreation Department
    The Kent Parks and Recreation Department is the municipal agency responsible for operating and maintaining parks, recreational facilities, and community programs for residents of Kent, Ohio.
  • C. Gardner Parks and Recreation Department
    The Gardner Parks and Recreation Department is the municipal agency responsible for managing parks, recreational facilities, and community programs in Gardner, Kansas.
  • D. Stow Parks and Recreation Department
    The Stow Parks and Recreation Department is the municipal agency responsible for managing parks, recreational facilities, and community programs for residents of Stow, Ohio.
  • E. Department of Parks and Recreation
    The Department of Parks and Recreation is the Arlington County agency responsible for managing public parks, recreational facilities, and community programs for residents.
  • 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: Canton Parks and Recreation Department
Triple: [Canton city government, oversees, Canton Parks and Recreation Department]
Generated description
The Canton Parks and Recreation Department is the municipal agency responsible for managing and maintaining the public parks, recreational facilities, and community leisure programs in Canton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Canton Parks and Recreation Department
Target entity description: The Canton Parks and Recreation Department is the municipal agency responsible for managing and maintaining the public parks, recreational facilities, and community leisure programs in Canton.
  • A. Newton Parks and Recreation Department
    Newton Parks and Recreation Department is the municipal agency responsible for managing and maintaining the city of Newton, Massachusetts’s public parks, recreational facilities, and community programming.
  • B. Kent Parks and Recreation Department
    The Kent Parks and Recreation Department is the municipal agency responsible for operating and maintaining parks, recreational facilities, and community programs for residents of Kent, Ohio.
  • C. Gardner Parks and Recreation Department
    The Gardner Parks and Recreation Department is the municipal agency responsible for managing parks, recreational facilities, and community programs in Gardner, Kansas.
  • D. Stow Parks and Recreation Department
    The Stow Parks and Recreation Department is the municipal agency responsible for managing parks, recreational facilities, and community programs for residents of Stow, Ohio.
  • E. Department of Parks and Recreation
    The Department of Parks and Recreation is the Arlington County agency responsible for managing public parks, recreational facilities, and community programs for residents.
  • 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_69d889e1c6148190ba76241e74688f8b completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46d2dfa688190a0b9b396bb6133cc completed April 19, 2026, 5:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e8241cb481909ebb91e24c6eaf63 completed May 11, 2026, 2:31 p.m.
NEDg Description generation batch_6a01ee1a291c81909fa432ccc787028f completed May 11, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_6a01eec7e00c81908d88be9f88e924c8 completed May 11, 2026, 2:59 p.m.
Created at: April 10, 2026, 5:51 a.m.