Triple
T13375760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oconee County, Georgia |
E319178
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
High Shoals, Georgia
High Shoals, Georgia is a small historic town in northeastern Georgia known for its rural character and proximity to the city of Athens.
|
E1036599
|
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: High Shoals, Georgia | Statement: [Oconee County, Georgia, hasCommunity, High Shoals, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: High Shoals, Georgia Context triple: [Oconee County, Georgia, hasCommunity, High Shoals, Georgia]
-
A.
North High Shoals, Georgia
North High Shoals, Georgia is a small incorporated town located in Oconee County in the northeastern part of the state.
-
B.
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.
-
C.
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.
-
D.
Watkinsville, Georgia
Watkinsville, Georgia is a small city in northeastern Georgia known for its historic charm, arts community, and role as the governmental and cultural center of Oconee County.
-
E.
St. Marys, Georgia
St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
- 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: High Shoals, Georgia Triple: [Oconee County, Georgia, hasCommunity, High Shoals, Georgia]
Generated description
High Shoals, Georgia is a small historic town in northeastern Georgia known for its rural character and proximity to the city of Athens.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: High Shoals, Georgia Target entity description: High Shoals, Georgia is a small historic town in northeastern Georgia known for its rural character and proximity to the city of Athens.
-
A.
North High Shoals, Georgia
chosen
North High Shoals, Georgia is a small incorporated town located in Oconee County in the northeastern part of the state.
-
B.
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.
-
C.
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.
-
D.
Watkinsville, Georgia
Watkinsville, Georgia is a small city in northeastern Georgia known for its historic charm, arts community, and role as the governmental and cultural center of Oconee County.
-
E.
St. Marys, Georgia
St. Marys, Georgia is a historic coastal town in southeastern Georgia known as a gateway to Cumberland Island and the surrounding marshes and waterways.
- F. None of above.
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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce3fec48190a5443d87c85477a3 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7942242cc8190aa94efae75370328 |
completed | May 3, 2026, 6:29 p.m. |
| NEDg | Description generation | batch_69f795b1c4948190b3c17acb26cd5b6e |
completed | May 3, 2026, 6:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7965cc9f88190acbf232615a9e87b |
completed | May 3, 2026, 6:39 p.m. |
Created at: April 9, 2026, 9:33 p.m.