Triple
T7126375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lamar County, Georgia |
E166071
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Milner, Georgia
Milner, Georgia is a small city in central Georgia located within Lamar County, known for its rural character and proximity to larger regional centers like Griffin and Barnesville.
|
E643612
|
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: Milner, Georgia | Statement: [Lamar County, Georgia, hasTown, Milner, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Milner, Georgia Context triple: [Lamar County, Georgia, hasTown, Milner, Georgia]
-
A.
Milford, Georgia
Milford, Georgia is a small unincorporated community located in rural southwestern Georgia within Baker County.
-
B.
Milton, Georgia
Milton, Georgia is a suburban city in the northern Atlanta metropolitan area known for its affluent residential communities, equestrian estates, and semi-rural character.
-
C.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
-
D.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
E.
Minter, Georgia
Minter, Georgia is a small unincorporated rural community located in Laurens County in the U.S. state of Georgia.
- 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: Milner, Georgia Triple: [Lamar County, Georgia, hasTown, Milner, Georgia]
Generated description
Milner, Georgia is a small city in central Georgia located within Lamar County, known for its rural character and proximity to larger regional centers like Griffin and Barnesville.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Milner, Georgia Target entity description: Milner, Georgia is a small city in central Georgia located within Lamar County, known for its rural character and proximity to larger regional centers like Griffin and Barnesville.
-
A.
Milford, Georgia
Milford, Georgia is a small unincorporated community located in rural southwestern Georgia within Baker County.
-
B.
Milton, Georgia
Milton, Georgia is a suburban city in the northern Atlanta metropolitan area known for its affluent residential communities, equestrian estates, and semi-rural character.
-
C.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
-
D.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
E.
Minter, Georgia
Minter, Georgia is a small unincorporated rural community located in Laurens County in the U.S. state of Georgia.
- 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_69c6888350588190870cd552b427a1cd |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e64d99888190a93c1822e19b5457 |
completed | March 27, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a3357e548190bb56c31843c69f95 |
completed | March 28, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69c7a446c5088190908dd7b4cdc57f18 |
completed | March 28, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7a4fc9f788190b38437c6e91a5f8a |
completed | March 28, 2026, 9:53 a.m. |
Created at: March 27, 2026, 2:44 p.m.