Triple
T14634446
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia's 12th congressional district |
E343564
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
city of Swainsboro, Georgia
The city of Swainsboro, Georgia, is a small rural community in Emanuel County that serves as the county seat and a regional hub in southeastern Georgia.
|
E1109573
|
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: city of Swainsboro, Georgia | Statement: [Georgia's 12th congressional district, contains, city of Swainsboro, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: city of Swainsboro, Georgia Context triple: [Georgia's 12th congressional district, contains, city of Swainsboro, Georgia]
-
A.
Watkinsville, Georgia
Watkinsville, Georgia is a small city in northeastern Georgia known for its historic charm, arts community, and role as the governmental and cultural center of Oconee County.
-
B.
Lumber City, Georgia
Lumber City, Georgia is a small rural city in Telfair County known historically as a timber and river trade community in southeastern Georgia.
-
C.
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.
-
D.
Iron City, Georgia
Iron City, Georgia is a small rural town located in Seminole County in the southwestern part of the state.
-
E.
Waynesboro, Georgia
Waynesboro, Georgia is a small historic city in eastern Georgia known for its agricultural surroundings and role as a local economic and cultural center.
- 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: city of Swainsboro, Georgia Triple: [Georgia's 12th congressional district, contains, city of Swainsboro, Georgia]
Generated description
The city of Swainsboro, Georgia, is a small rural community in Emanuel County that serves as the county seat and a regional hub in southeastern Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: city of Swainsboro, Georgia Target entity description: The city of Swainsboro, Georgia, is a small rural community in Emanuel County that serves as the county seat and a regional hub in southeastern Georgia.
-
A.
Swainsboro, Georgia
chosen
Swainsboro, Georgia is a small city in east-central Georgia that serves as the county seat of Emanuel County and a regional hub for commerce and education.
-
B.
Watkinsville, Georgia
Watkinsville, Georgia is a small city in northeastern Georgia known for its historic charm, arts community, and role as the governmental and cultural center of Oconee County.
-
C.
Lumber City, Georgia
Lumber City, Georgia is a small rural city in Telfair County known historically as a timber and river trade community in southeastern Georgia.
-
D.
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.
-
E.
Iron City, Georgia
Iron City, Georgia is a small rural town located in Seminole County in the southwestern part of the state.
- 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_69d822dffc3c8190aa173b90761bffda |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4aa7cb48190b008bd6b0e162c89 |
completed | April 14, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda933937881909f3cf59fba878dfd |
completed | May 8, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69fdb3efb4fc8190bca7469d89a66a85 |
completed | May 8, 2026, 9:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdb48b5ca08190be61da2fdb7dbce4 |
completed | May 8, 2026, 10:01 a.m. |
Created at: April 10, 2026, 1:26 a.m.