Triple
T5316275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macon County, Georgia |
E119155
|
entity |
| Predicate | hasCountySeat |
P383
|
FINISHED |
| Object |
Oglethorpe, Georgia
Oglethorpe, Georgia is a small city in central Georgia that serves as the administrative and commercial hub of Macon County.
|
E520029
|
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: Oglethorpe, Georgia | Statement: [Macon County, Georgia, hasCountySeat, Oglethorpe, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oglethorpe, Georgia Context triple: [Macon County, Georgia, hasCountySeat, Oglethorpe, Georgia]
-
A.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
B.
Oglethorpe
Oglethorpe is an English surname most notably associated with James Oglethorpe, the founder of the colony of Georgia.
-
C.
Marietta, Georgia
Marietta, Georgia is a historic city in the Atlanta metropolitan area known for its Civil War heritage, vibrant downtown square, and role as a regional economic and cultural center.
-
D.
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.
-
E.
Calhoun, Georgia
Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
- 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: Oglethorpe, Georgia Triple: [Macon County, Georgia, hasCountySeat, Oglethorpe, Georgia]
Generated description
Oglethorpe, Georgia is a small city in central Georgia that serves as the administrative and commercial hub of Macon County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oglethorpe, Georgia Target entity description: Oglethorpe, Georgia is a small city in central Georgia that serves as the administrative and commercial hub of Macon County.
-
A.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
B.
Oglethorpe
Oglethorpe is an English surname most notably associated with James Oglethorpe, the founder of the colony of Georgia.
-
C.
Marietta, Georgia
Marietta, Georgia is a historic city in the Atlanta metropolitan area known for its Civil War heritage, vibrant downtown square, and role as a regional economic and cultural center.
-
D.
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.
-
E.
Calhoun, Georgia
Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd854fd07c8190b4f1c3c8e618c308 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4114c120819098c2fcc7d1357441 |
completed | March 22, 2026, 1:08 a.m. |
| NEDg | Description generation | batch_69bf41bdf374819099c1a8695ab1b9eb |
completed | March 22, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf42164b6c8190900e22a748da7a69 |
completed | March 22, 2026, 1:12 a.m. |
Created at: March 20, 2026, 1:54 p.m.