Triple
T23106345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hinesville–Fort Stewart metropolitan area |
E576178
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object | Hinesville MSA |
—
|
NE NERFINISHED |
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: Hinesville MSA | Statement: [Hinesville–Fort Stewart metropolitan area, abbreviation, Hinesville MSA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hinesville MSA Context triple: [Hinesville–Fort Stewart metropolitan area, abbreviation, Hinesville MSA]
-
A.
Hinesville–Fort Stewart metropolitan area
chosen
The Hinesville–Fort Stewart metropolitan area is a small U.S. metro region in southeastern Georgia centered around the city of Hinesville and the Fort Stewart Army installation.
-
B.
Hinesville, Georgia
Hinesville, Georgia is a small city in southeastern Georgia known for its proximity to Fort Stewart, one of the largest U.S. Army installations.
-
C.
Tifton micropolitan area
The Tifton micropolitan area is a small urbanized region in south-central Georgia centered on the city of Tifton and its surrounding communities, recognized for regional commerce and agriculture.
-
D.
Summerville
Summerville is a small city in Chattooga County in northwestern Georgia, known as the county seat and a local hub for the surrounding rural area.
-
E.
Hilton Head Island–Bluffton metropolitan area
The Hilton Head Island–Bluffton metropolitan area is a coastal South Carolina metro region centered on the resort and residential communities around Hilton Head Island and the nearby town of Bluffton.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245f4af548190898d434a64a1e774 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18e0bb27c8190a17942d9b88bb158 |
completed | April 29, 2026, 4:50 a.m. |
Created at: April 17, 2026, 3:58 p.m.