Triple

T15657672
Position Surface form Disambiguated ID Type / Status
Subject Holly Springs, Georgia E376484 entity
Predicate partOfStatisticalArea P294 FINISHED
Object 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: Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area | Statement: [Holly Springs, Georgia, partOfStatisticalArea, Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
Context triple: [Holly Springs, Georgia, partOfStatisticalArea, 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. Columbus, GA–AL metropolitan area
    The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
  • D. Alpharetta, Georgia
    Alpharetta, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, thriving tech and business sector, and highly rated schools.
  • E. Sandy Springs
    Sandy Springs is a major suburban city in northern Fulton County, Georgia, known for its proximity to Atlanta and its role as a significant residential and business hub in the metropolitan area.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef3cb8c8190a10815b675b341c1 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff679bb7f0819092a98c2981bc9267 completed May 9, 2026, 4:58 p.m.
Created at: April 10, 2026, 4:15 a.m.