Triple
T1315990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heard County, Georgia |
E28103
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Franklin, Georgia
Franklin, Georgia is a small city in western Georgia that serves as the administrative and cultural center of rural Heard County.
|
E220959
|
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: Franklin, Georgia | Statement: [Heard County, Georgia, countySeat, Franklin, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Franklin, Georgia Context triple: [Heard County, Georgia, countySeat, Franklin, Georgia]
-
A.
Forsyth, Georgia
Forsyth, Georgia is a small city in Monroe County known for its historic downtown, role as a regional crossroads, and proximity to Macon in central Georgia.
-
B.
Fayetteville, Georgia
Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
-
C.
Columbus, Georgia
Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
-
D.
Milledgeville, Georgia
Milledgeville, Georgia is a historic city in central Georgia that served as the state’s capital during much of the 19th century and is known for its antebellum architecture and Southern heritage.
-
E.
Georgetown, Georgia
Georgetown, Georgia is a small town in southwestern Georgia that serves as the administrative and governmental center of Quitman County.
- 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: Franklin, Georgia Triple: [Heard County, Georgia, countySeat, Franklin, Georgia]
Generated description
Franklin, Georgia is a small city in western Georgia that serves as the administrative and cultural center of rural Heard County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Franklin, Georgia Target entity description: Franklin, Georgia is a small city in western Georgia that serves as the administrative and cultural center of rural Heard County.
-
A.
Forsyth, Georgia
Forsyth, Georgia is a small city in Monroe County known for its historic downtown, role as a regional crossroads, and proximity to Macon in central Georgia.
-
B.
Fayetteville, Georgia
Fayetteville, Georgia is a suburban city south of Atlanta that serves as the county seat of Fayette County and is known for its historic downtown and proximity to major film production studios.
-
C.
Columbus, Georgia
Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
-
D.
Milledgeville, Georgia
Milledgeville, Georgia is a historic city in central Georgia that served as the state’s capital during much of the 19th century and is known for its antebellum architecture and Southern heritage.
-
E.
Georgetown, Georgia
Georgetown, Georgia is a small town in southwestern Georgia that serves as the administrative and governmental center of Quitman County.
- 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_69a498532c3481909223b74af2e578df |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c173a72481909a820d6da6ef9e69 |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae02f56b348190b71875b0c839c729 |
completed | March 8, 2026, 11:15 p.m. |
| NEDg | Description generation | batch_69ae0354854c8190873938e03d56db21 |
completed | March 8, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae039c7728819086acf060afcbe5b6 |
completed | March 8, 2026, 11:17 p.m. |
Created at: March 1, 2026, 7:55 p.m.