Triple
T7223371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hinesville Area Metropolitan Planning Organization |
E150315
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Hinesville, Georgia |
E457987
|
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: Hinesville, Georgia | Statement: [Hinesville Area Metropolitan Planning Organization, locatedIn, Hinesville, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hinesville, Georgia Context triple: [Hinesville Area Metropolitan Planning Organization, locatedIn, Hinesville, Georgia]
-
A.
Hinesville, Georgia
chosen
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.
Folkston, Georgia
Folkston, Georgia is a small city in southeastern Georgia known as a gateway to the Okefenokee Swamp and a popular spot for train watching.
-
C.
Sumter, Georgia
Sumter, Georgia is a small unincorporated rural community located in Sumter County in the southwestern part of the U.S. state of Georgia.
-
D.
Palmetto, Georgia
Palmetto, Georgia is a small city in the Atlanta metropolitan area known for its historic character and location spanning both Fulton and Coweta counties.
-
E.
Statesboro, Georgia
Statesboro, Georgia is a small city in southeastern Georgia known as a regional hub for education, commerce, and as the home of Georgia Southern University.
- 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_69c687effb44819092b95d07d0368c9f |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e9b54a5c8190a4a289f32853a8fe |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc0c3ff08190b855fa57967586ce |
completed | March 28, 2026, 12:39 p.m. |
Created at: March 27, 2026, 2:54 p.m.