Triple
T2328491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort Valley, Georgia |
E48346
|
entity |
| Predicate | locatedInMetropolitanArea |
P294
|
FINISHED |
| Object | Warner Robins metropolitan area |
E159014
|
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: Warner Robins metropolitan area | Statement: [Fort Valley, Georgia, locatedInMetropolitanArea, Warner Robins metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warner Robins metropolitan area Context triple: [Fort Valley, Georgia, locatedInMetropolitanArea, Warner Robins metropolitan area]
-
A.
Warner Robins, Georgia
Warner Robins, Georgia is a mid-sized city in central Georgia best known for its close association with Robins Air Force Base and its strong military and aerospace presence.
-
B.
Macon metropolitan area
The Macon metropolitan area is a regional urban and economic hub in central Georgia centered on the city of Macon and its surrounding communities.
-
C.
Warner Robins (partly, depending on definition)
chosen
Warner Robins is a central Georgia city known for its close association with Robins Air Force Base and its role as a major hub in the region’s aerospace and defense industries.
-
D.
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.
-
E.
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.
- 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_69a88aa308a88190b0b86c011fda7fce |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc665c6548190af90d70475b4519b |
completed | March 7, 2026, 6:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae96185a1c8190a115588f8a5b92f7 |
completed | March 9, 2026, 9:42 a.m. |
Created at: March 4, 2026, 7:50 p.m.