Triple

T3561258
Position Surface form Disambiguated ID Type / Status
Subject Cobb County, Georgia E75343 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area E60921 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: United States Census Bureau Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area | Statement: [Cobb County, Georgia, partOf, United States Census Bureau Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
Context triple: [Cobb County, Georgia, partOf, United States Census Bureau Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area]
  • A. Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area chosen
    The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
  • B. Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area
    The Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area is a large multi-county metropolitan and micropolitan region in north-central Georgia centered on the cities of Atlanta and Athens.
  • C. United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area
    The United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area is a bi-state urban region centered on the city of Columbus, spanning parts of western Georgia and eastern Alabama.
  • D. Sandy Springs, Georgia, United States
    Sandy Springs, Georgia, United States is a suburban city just north of Atlanta known for its affluent residential communities and corporate headquarters.
  • E. United States Census Bureau county subdivisions of Georgia
    United States Census Bureau county subdivisions of Georgia are the officially defined minor civil divisions and census county divisions used by the Census Bureau to organize and report demographic and geographic data within the state of Georgia.
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc08ac1b0819082021ecdd0061dc3 completed March 8, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bba21960819094676de7c4740fd9 completed March 13, 2026, 7:24 a.m.
Created at: March 8, 2026, 3:21 p.m.