Triple
T2773338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pickens County, Georgia |
E61509
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Talking Rock, Georgia
Talking Rock, Georgia is a small historic town in the foothills of the North Georgia mountains known for its quaint downtown and annual heritage festivals.
|
E298243
|
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: Talking Rock, Georgia | Statement: [Pickens County, Georgia, hasTown, Talking Rock, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talking Rock, Georgia Context triple: [Pickens County, Georgia, hasTown, Talking Rock, Georgia]
-
A.
Stone Mountain, Georgia
Stone Mountain, Georgia is a small city in the eastern Atlanta metropolitan area best known for its proximity to Stone Mountain Park and its massive granite dome with historic carvings.
-
B.
Sand Hill, Georgia
Sand Hill, Georgia is an unincorporated rural community located in Carroll County in the western part of the state.
-
C.
De Soto, Georgia
De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
-
D.
Jackson, Georgia
Jackson, Georgia is a small city in Butts County known for its historic downtown, proximity to Jackson Lake and Indian Springs State Park, and role as a local commercial and transportation hub in central Georgia.
-
E.
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.
- 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: Talking Rock, Georgia Triple: [Pickens County, Georgia, hasTown, Talking Rock, Georgia]
Generated description
Talking Rock, Georgia is a small historic town in the foothills of the North Georgia mountains known for its quaint downtown and annual heritage festivals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talking Rock, Georgia Target entity description: Talking Rock, Georgia is a small historic town in the foothills of the North Georgia mountains known for its quaint downtown and annual heritage festivals.
-
A.
Stone Mountain, Georgia
Stone Mountain, Georgia is a small city in the eastern Atlanta metropolitan area best known for its proximity to Stone Mountain Park and its massive granite dome with historic carvings.
-
B.
Sand Hill, Georgia
Sand Hill, Georgia is an unincorporated rural community located in Carroll County in the western part of the state.
-
C.
De Soto, Georgia
De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
-
D.
Jackson, Georgia
Jackson, Georgia is a small city in Butts County known for its historic downtown, proximity to Jackson Lake and Indian Springs State Park, and role as a local commercial and transportation hub in central Georgia.
-
E.
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.
- 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_69ab4b7cd13481909174bca9809ed259 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd7e29e08190921fd4ac9d0679ec |
completed | March 7, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc0553588819098d478b4aaa18478 |
completed | March 10, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69afc1c74ecc8190ba8b9926ff28f24e |
completed | March 10, 2026, 7:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc2d5aecc81909ce90a7e891568c9 |
completed | March 10, 2026, 7:05 a.m. |
Created at: March 6, 2026, 9:57 p.m.