Triple
T14250719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walton County, Georgia |
E353252
|
entity |
| Predicate | hasHistoricCommunity |
P11485
|
FINISHED |
| Object |
Social Circle, Georgia
Social Circle, Georgia is a small historic city in Walton County known for its well-preserved downtown and traditional Southern character.
|
E184549
|
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: Social Circle, Georgia | Statement: [Walton County, Georgia, hasHistoricCommunity, Social Circle, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Circle, Georgia Context triple: [Walton County, Georgia, hasHistoricCommunity, Social Circle, Georgia]
-
A.
Sylvania, Georgia
Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
-
B.
Metcalfe, Georgia
Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern part of the state.
-
C.
Argyle, Georgia
Argyle, Georgia is a small rural town in southern Georgia known for its quiet community and location within Clinch County.
-
D.
Senoia, Georgia
Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
-
E.
Auraria, Georgia
Auraria, Georgia is a historic 19th-century gold rush town in Lumpkin County that played a key role in the early Georgia Gold Rush and the displacement of the Cherokee people.
- 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: Social Circle, Georgia Triple: [Walton County, Georgia, hasHistoricCommunity, Social Circle, Georgia]
Generated description
Social Circle, Georgia is a small historic city in Walton County known for its well-preserved downtown and traditional Southern character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Circle, Georgia Target entity description: Social Circle, Georgia is a small historic city in Walton County known for its well-preserved downtown and traditional Southern character.
-
A.
Social Circle, Georgia
chosen
Social Circle, Georgia is a small city in Walton County known for its historic downtown and role as a regional hub for outdoor and wildlife management activities.
-
B.
Sylvania, Georgia
Sylvania, Georgia is a small city in Screven County known as the county seat and a historic community in eastern Georgia.
-
C.
Metcalfe, Georgia
Metcalfe, Georgia is a small unincorporated rural community located in Thomas County in the southern part of the state.
-
D.
Argyle, Georgia
Argyle, Georgia is a small rural town in southern Georgia known for its quiet community and location within Clinch County.
-
E.
Senoia, Georgia
Senoia, Georgia is a small historic city in Coweta County best known as a major filming location for numerous movies and TV shows, including "The Walking Dead."
- F. None of above.
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_69d8278c43e08190824146f4632b89a5 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6296f9d0819086f62f525d07eb12 |
completed | April 14, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d127f0c81908dea42ca09c1abda |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3e3d3e2c81909945253c26e19cee |
completed | May 8, 2026, 1:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3ebe4f008190aec72ed7e23c4cd4 |
completed | May 8, 2026, 1:39 a.m. |
Created at: April 10, 2026, 1:08 a.m.