Triple
T3649529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee County, Georgia |
E77384
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Ball Ground, Georgia
Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
|
E385346
|
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: Ball Ground, Georgia | Statement: [Cherokee County, Georgia, hasCity, Ball Ground, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ball Ground, Georgia Context triple: [Cherokee County, Georgia, hasCity, Ball Ground, Georgia]
-
A.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
B.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
C.
Garden City, Georgia
Garden City, Georgia is an industrial and residential suburb of Savannah known for its proximity to the Port of Savannah and its role in the region’s transportation and manufacturing sectors.
-
D.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
-
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: Ball Ground, Georgia Triple: [Cherokee County, Georgia, hasCity, Ball Ground, Georgia]
Generated description
Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ball Ground, Georgia Target entity description: Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
-
A.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
B.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
C.
Garden City, Georgia
Garden City, Georgia is an industrial and residential suburb of Savannah known for its proximity to the Port of Savannah and its role in the region’s transportation and manufacturing sectors.
-
D.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
-
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_69ad85de1b988190a45f8dbfebc806fc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc38fa1988190b630329700afc3dd |
completed | March 8, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e4dcd15c8190a763363adb7740c4 |
completed | March 14, 2026, 4:32 a.m. |
| NEDg | Description generation | batch_69b4e56d65b08190a2ee4619ec09ba0f |
completed | March 14, 2026, 4:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e5de1e788190b99e32d4fa2a0942 |
completed | March 14, 2026, 4:36 a.m. |
Created at: March 8, 2026, 3:24 p.m.