Triple

T17983948
Position Surface form Disambiguated ID Type / Status
Subject Buford, Georgia E430175 entity
Predicate hasLocalGovernment P2820 FINISHED
Object City of Buford — 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: City of Buford | Statement: [Buford, Georgia, hasLocalGovernment, City of Buford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Buford
Context triple: [Buford, Georgia, hasLocalGovernment, City of Buford]
  • A. City of Winder
    The City of Winder is a small city in Barrow County, Georgia, known as a local commercial and governmental hub for the surrounding rural communities.
  • B. City of Fairburn
    The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
  • C. City of Bondurant
    The City of Bondurant is the municipal government responsible for administering public services, regulations, and local policies for the community of Bondurant, Iowa.
  • D. City of Ellis
    City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
  • E. City of Rogers
    The City of Rogers is a municipal government in Arkansas responsible for providing local services, facilities, and administration to the community of Rogers.
  • 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: City of Buford
Target entity description: The City of Buford is a small, incorporated municipality in northeastern Georgia known for its strong public school system, proximity to Lake Lanier, and location within the Atlanta metropolitan area.
  • A. City of Winder
    The City of Winder is a small city in Barrow County, Georgia, known as a local commercial and governmental hub for the surrounding rural communities.
  • B. City of Fairburn
    The City of Fairburn is the municipal government responsible for administering public services, local policies, and community affairs in Fairburn, Georgia.
  • C. City of Bondurant
    The City of Bondurant is the municipal government responsible for administering public services, regulations, and local policies for the community of Bondurant, Iowa.
  • D. City of Ellis
    City of Ellis is a small municipal government in Kansas that oversees local services, facilities, and community amenities for the town of Ellis and its residents.
  • E. City of Rogers
    The City of Rogers is a municipal government in Arkansas responsible for providing local services, facilities, and administration to the community of Rogers.
  • 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b2992fe481908c0d2757b4de5bad completed April 19, 2026, 10:46 a.m.
Created at: April 10, 2026, 10:23 a.m.