Triple

T14928077
Position Surface form Disambiguated ID Type / Status
Subject Avalon mixed-use development E372182 entity
Predicate region P40 FINISHED
Object North Fulton County E316396 NE FINISHED

How this triple was built (2 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: North Fulton County | Statement: [Avalon mixed-use development, region, North Fulton County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Fulton County
Context triple: [Avalon mixed-use development, region, North Fulton County]
  • A. North Fulton County chosen
    North Fulton County is the affluent, rapidly growing northern portion of Fulton County in the Atlanta metropolitan area, encompassing suburban cities such as Milton, Alpharetta, and Roswell.
  • B. South Fulton County
    South Fulton County refers to the southern portion of Fulton County, Georgia, generally characterized by more urban, historically Black communities and differing socioeconomic and development patterns from the more affluent North Fulton area.
  • C. Forsyth County, Georgia
    Forsyth County, Georgia is a rapidly growing suburban county in the Atlanta metropolitan area, known for its high-ranked schools, affluent communities, and proximity to Lake Lanier.
  • D. Gwinnett County, Georgia
    Gwinnett County, Georgia is a populous suburban county in the Atlanta metropolitan area known for its rapid growth, diverse communities, and major commercial and residential developments.
  • E. Fayette County, Georgia
    Fayette County, Georgia is a suburban county south of Atlanta known for its affluent communities, strong public schools, and the city of Peachtree City with its extensive golf cart path system.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded634e67881909daec9eaef188d09 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72c4f9c481909642efccb29f71d4 completed May 8, 2026, 11:33 p.m.
Created at: April 10, 2026, 2:35 a.m.