Triple
T13375758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oconee County, Georgia |
E319178
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
North High Shoals, Georgia
North High Shoals, Georgia is a small incorporated town located in Oconee County in the northeastern part of the state.
|
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: North High Shoals, Georgia | Statement: [Oconee County, Georgia, hasCommunity, North High Shoals, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North High Shoals, Georgia Context triple: [Oconee County, Georgia, hasCommunity, North High Shoals, Georgia]
-
A.
East Point, Georgia
East Point, Georgia is a suburban city in the Atlanta metropolitan area known for its historic neighborhoods, proximity to Hartsfield–Jackson Atlanta International Airport, and role as a residential and commercial hub in Fulton County.
-
B.
Hickory Flat, Georgia
Hickory Flat, Georgia is a rural unincorporated community in north-central Georgia known for its suburban growth and proximity to the city of Canton.
-
C.
Glynco, Georgia
Glynco, Georgia is a community near Brunswick best known as the primary campus and headquarters of the Federal Law Enforcement Training Centers (FLETC).
-
D.
Blue Ridge, Georgia
Blue Ridge, Georgia is a small mountain town in the North Georgia Blue Ridge Mountains known for its scenic beauty, outdoor recreation, and historic downtown.
-
E.
De Soto, Georgia
De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
- 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: North High Shoals, Georgia Triple: [Oconee County, Georgia, hasCommunity, North High Shoals, Georgia]
Generated description
North High Shoals, Georgia is a small incorporated town located in Oconee County in the northeastern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North High Shoals, Georgia Target entity description: North High Shoals, Georgia is a small incorporated town located in Oconee County in the northeastern part of the state.
-
A.
East Point, Georgia
East Point, Georgia is a suburban city in the Atlanta metropolitan area known for its historic neighborhoods, proximity to Hartsfield–Jackson Atlanta International Airport, and role as a residential and commercial hub in Fulton County.
-
B.
Hickory Flat, Georgia
Hickory Flat, Georgia is a rural unincorporated community in north-central Georgia known for its suburban growth and proximity to the city of Canton.
-
C.
Glynco, Georgia
Glynco, Georgia is a community near Brunswick best known as the primary campus and headquarters of the Federal Law Enforcement Training Centers (FLETC).
-
D.
Blue Ridge, Georgia
Blue Ridge, Georgia is a small mountain town in the North Georgia Blue Ridge Mountains known for its scenic beauty, outdoor recreation, and historic downtown.
-
E.
De Soto, Georgia
De Soto, Georgia is a small rural city located in southwestern Georgia in the United States.
- 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_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_69f72684f3408190952d2619b6b8d241 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f726f3f9cc8190a10f6a355a27b0fa |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7276b0f148190a0a6ec1b6637b6aa |
completed | May 3, 2026, 10:46 a.m. |
Created at: April 9, 2026, 9:33 p.m.