Triple
T2271715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crawford County, Georgia |
E50673
|
entity |
| Predicate | hasCountySeat |
P383
|
FINISHED |
| Object |
Knoxville, Georgia
Knoxville, Georgia is a small unincorporated community in central Georgia that serves as the historic county seat of Crawford County.
|
E250118
|
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: Knoxville, Georgia | Statement: [Crawford County, Georgia, hasCountySeat, Knoxville, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Knoxville, Georgia Context triple: [Crawford County, Georgia, hasCountySeat, Knoxville, Georgia]
-
A.
Kennesaw, Georgia
Kennesaw, Georgia is a suburban city in Cobb County northwest of Atlanta, known for its Civil War history, including the nearby Kennesaw Mountain National Battlefield Park.
-
B.
Louisville, Georgia
Louisville, Georgia is a small historic city that briefly served as the capital of the U.S. state of Georgia in the late 18th century.
-
C.
Gainesville, Georgia
Gainesville, Georgia is a historic city in northeastern Georgia that grew into a regional center for commerce and industry following its early development during the Georgia Gold Rush era.
-
D.
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.
-
E.
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.
- 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: Knoxville, Georgia Triple: [Crawford County, Georgia, hasCountySeat, Knoxville, Georgia]
Generated description
Knoxville, Georgia is a small unincorporated community in central Georgia that serves as the historic county seat of Crawford County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Knoxville, Georgia Target entity description: Knoxville, Georgia is a small unincorporated community in central Georgia that serves as the historic county seat of Crawford County.
-
A.
Kennesaw, Georgia
Kennesaw, Georgia is a suburban city in Cobb County northwest of Atlanta, known for its Civil War history, including the nearby Kennesaw Mountain National Battlefield Park.
-
B.
Louisville, Georgia
Louisville, Georgia is a small historic city that briefly served as the capital of the U.S. state of Georgia in the late 18th century.
-
C.
Gainesville, Georgia
Gainesville, Georgia is a historic city in northeastern Georgia that grew into a regional center for commerce and industry following its early development during the Georgia Gold Rush era.
-
D.
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.
-
E.
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.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1c0de488190876b644cdaa41637 |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71db927c8190a76cfb873039b04b |
completed | March 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69ae7486bf808190a732e5eb7744b087 |
completed | March 9, 2026, 7:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae74eb89448190895fab4a493c6d08 |
completed | March 9, 2026, 7:21 a.m. |
Created at: March 4, 2026, 7:48 p.m.