Triple
T6206312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Long County |
E138755
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Hinesville–Fort Stewart metropolitan area
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.
|
E576178
|
NE FINISHED |
How this triple was built (4 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 metropolitan area | Statement: [Long County, partOf, Hinesville–Fort Stewart metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hinesville–Fort Stewart metropolitan area Context triple: [Long County, partOf, Hinesville–Fort Stewart metropolitan area]
-
A.
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.
-
B.
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.
-
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.
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.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Hinesville–Fort Stewart metropolitan area Triple: [Long County, partOf, Hinesville–Fort Stewart metropolitan area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hinesville–Fort Stewart metropolitan area Target entity description: 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.
-
A.
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.
-
B.
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.
-
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.
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.
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.
- F. None of above. chosen
Provenance (5 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_69c008acbea48190991c6b834bb45d65 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0626f85748190a94448117a85fd78 |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16f47b04c81909bfe20305911f5f2 |
completed | March 23, 2026, 4:50 p.m. |
| NEDg | Description generation | batch_69c1f5a1374481909117f2d8582ef195 |
completed | March 24, 2026, 2:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1f60573a481909440f2ba7ef01f79 |
completed | March 24, 2026, 2:25 a.m. |
Created at: March 22, 2026, 4:20 p.m.