Triple

T17612070
Position Surface form Disambiguated ID Type / Status
Subject Canton city government E428986 entity
Predicate oversees P46 FINISHED
Object Canton Planning and Zoning Department — NE NERFINISHED

How this triple was built (3 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 Planning and Zoning Department | Statement: [Canton city government, oversees, Canton Planning and Zoning Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Canton Planning and Zoning Department
Context triple: [Canton city government, oversees, Canton Planning and Zoning Department]
  • A. Canton city government
    The Canton city government is the municipal authority responsible for administering public services, local policies, and governance for the city of Canton, Mississippi.
  • B. Canton Township Board of Trustees
    The Canton Township Board of Trustees is the elected legislative and policy-making body responsible for overseeing local governance, budgeting, and ordinances in Canton Township, Michigan.
  • C. Alexandria Department of Planning and Zoning
    The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
  • D. Montgomery County Planning Department
    The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
  • E. Planning Department (Baltimore City)
    The Planning Department of Baltimore City is the municipal agency responsible for guiding the city’s physical development, land use, and long-term urban planning policies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Canton Planning and Zoning Department
Target entity description: The Canton Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning decisions within the city of Canton.
  • A. Canton city government
    The Canton city government is the municipal authority responsible for administering public services, local policies, and governance for the city of Canton, Mississippi.
  • B. Canton Township Board of Trustees
    The Canton Township Board of Trustees is the elected legislative and policy-making body responsible for overseeing local governance, budgeting, and ordinances in Canton Township, Michigan.
  • C. Alexandria Department of Planning and Zoning
    The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
  • D. Montgomery County Planning Department
    The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
  • E. Planning Department (Baltimore City)
    The Planning Department of Baltimore City is the municipal agency responsible for guiding the city’s physical development, land use, and long-term urban planning policies.
  • F. None of above. chosen

Provenance (2 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.
Created at: April 10, 2026, 5:51 a.m.