Triple

T9433316
Position Surface form Disambiguated ID Type / Status
Subject Twiggs County, Georgia E227437 entity
Predicate isPartOf P10 FINISHED
Object Macon–Warner Robins–Fort Valley combined statistical area E29211 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: Macon–Warner Robins–Fort Valley combined statistical area | Statement: [Twiggs County, Georgia, isPartOf, Macon–Warner Robins–Fort Valley combined statistical area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macon–Warner Robins–Fort Valley combined statistical area
Context triple: [Twiggs County, Georgia, isPartOf, Macon–Warner Robins–Fort Valley combined statistical area]
  • A. 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.
  • B. 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.
  • C. Macon metropolitan area chosen
    The Macon metropolitan area is a regional urban and economic hub in central Georgia centered on the city of Macon and its surrounding communities.
  • D. Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
    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.
  • E. Savannah metropolitan area
    The Savannah metropolitan area is a coastal urban region in southeastern Georgia centered on the historic port city of Savannah, known for its tourism, logistics, and cultural heritage.
  • 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_69ca8437a7ac81908651de48f2d2141d completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd7e61a114819081fc4a2ad39c96ba completed April 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1104514d481908d7cb9a87a01f1e2 completed April 4, 2026, 1:21 p.m.
Created at: March 30, 2026, 7:49 p.m.