Triple
T21094383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty County, Georgia |
E519722
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Hinesville – Fort Stewart urban area |
—
|
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 – Fort Stewart urban area | Statement: [Liberty County, Georgia, contains, Hinesville – Fort Stewart urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hinesville – Fort Stewart urban area Context triple: [Liberty County, Georgia, contains, Hinesville – Fort Stewart urban area]
-
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.
Hinesville Area Metropolitan Planning Organization
The Hinesville Area Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and investment decisions for the Hinesville, Georgia urbanized area.
-
D.
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.
-
E.
Warner Robins (partly, depending on definition)
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.
- 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_69e0b508d8dc81909be940dafe36c8f7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e709517a18819081ede1d38e2c4391 |
completed | April 21, 2026, 5:21 a.m. |
Created at: April 16, 2026, 2:52 p.m.