Triple
T3649528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee County, Georgia |
E77384
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Holly Springs, Georgia
Holly Springs, Georgia is a small suburban city in the Atlanta metropolitan area known for its rapid growth and family-oriented community.
|
E376484
|
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: Holly Springs, Georgia | Statement: [Cherokee County, Georgia, hasCity, Holly Springs, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Holly Springs, Georgia Context triple: [Cherokee County, Georgia, hasCity, Holly Springs, 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.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
D.
Williamson, Georgia
Williamson, Georgia is a small rural city located in Pike County in the west-central part of the U.S. state of Georgia.
-
E.
Hogansville, Georgia
Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
- 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: Holly Springs, Georgia Triple: [Cherokee County, Georgia, hasCity, Holly Springs, Georgia]
Generated description
Holly Springs, Georgia is a small suburban city in the Atlanta metropolitan area known for its rapid growth and family-oriented community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Holly Springs, Georgia Target entity description: Holly Springs, Georgia is a small suburban city in the Atlanta metropolitan area known for its rapid growth and family-oriented community.
-
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.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
D.
Williamson, Georgia
Williamson, Georgia is a small rural city located in Pike County in the west-central part of the U.S. state of Georgia.
-
E.
Hogansville, Georgia
Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
- 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_69b44f4002948190af41072962006f51 |
completed | March 13, 2026, 5:54 p.m. |
| NEDg | Description generation | batch_69b4531590408190b6048b6b0335eb0a |
completed | March 13, 2026, 6:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b466719c788190a70d8338b45c28ab |
completed | March 13, 2026, 7:33 p.m. |
Created at: March 8, 2026, 3:24 p.m.