Triple

T2748270
Position Surface form Disambiguated ID Type / Status
Subject Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area E60921 entity
Predicate contains P35 FINISHED
Object Chattahoochee Hills, Georgia E78278 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: Chattahoochee Hills, Georgia | Statement: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Chattahoochee Hills, Georgia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chattahoochee Hills, Georgia
Context triple: [Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area, contains, Chattahoochee Hills, Georgia]
  • A. Chattahoochee Hills, Georgia chosen
    Chattahoochee Hills, Georgia is a small, largely rural city in the Atlanta metropolitan area known for its scenic countryside, conservation-focused development, and outdoor events such as the annual TomorrowWorld music festival (formerly held there).
  • B. Pine Mountain, Georgia
    Pine Mountain, Georgia is a small town in west-central Georgia known as a gateway to Callaway Gardens and the scenic Pine Mountain Range.
  • C. Springer Mountain, Georgia
    Springer Mountain in Georgia is a prominent peak in the southern Appalachian Mountains best known as the southern terminus of the Appalachian Trail.
  • D. Stone Mountain, Georgia
    Stone Mountain, Georgia is a small city in the eastern Atlanta metropolitan area best known for its proximity to Stone Mountain Park and its massive granite dome with historic carvings.
  • E. Sand Hill, Georgia
    Sand Hill, Georgia is an unincorporated rural community located in Carroll County in the western part of the state.
  • 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_69ab4b79846081909096725374d65ce9 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb517a00819084fd8f8933a25212 completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbd341a88190ae0f5eb94a6fdc92 completed March 10, 2026, 6:36 a.m.
Created at: March 6, 2026, 9:56 p.m.