Triple

T17612068
Position Surface form Disambiguated ID Type / Status
Subject Canton city government E428986 entity
Predicate oversees P46 FINISHED
Object Canton Public Works 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 Public Works Department | Statement: [Canton city government, oversees, Canton Public Works Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Canton Public Works Department
Context triple: [Canton city government, oversees, Canton Public Works 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. City of Burlington public works department
    The City of Burlington public works department is the municipal agency responsible for maintaining Burlington, Iowa’s infrastructure, public spaces, and key historic sites.
  • C. Canton Soviet
    The Canton Soviet was a short-lived revolutionary government established by Chinese communists in Guangzhou (Canton) in 1927 as part of early attempts to create a soviet-style regime in China.
  • D. 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.
  • E. Colton Public Works Department
    The Colton Public Works Department is the municipal agency responsible for maintaining and operating the City of Colton’s infrastructure and essential public services.
  • 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 Public Works Department
Target entity description: The Canton Public Works Department is a municipal agency responsible for maintaining and improving the city’s infrastructure, including streets, utilities, and public facilities.
  • A. Canton city government chosen
    The Canton city government is the municipal authority responsible for administering public services, local policies, and governance for the city of Canton, Mississippi.
  • B. City of Burlington public works department
    The City of Burlington public works department is the municipal agency responsible for maintaining Burlington, Iowa’s infrastructure, public spaces, and key historic sites.
  • C. Canton Soviet
    The Canton Soviet was a short-lived revolutionary government established by Chinese communists in Guangzhou (Canton) in 1927 as part of early attempts to create a soviet-style regime in China.
  • D. 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.
  • E. Colton Public Works Department
    The Colton Public Works Department is the municipal agency responsible for maintaining and operating the City of Colton’s infrastructure and essential public services.
  • F. None of above.

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.