Triple
T3649535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee County, Georgia |
E77384
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Union Hill, Georgia
Union Hill, Georgia is a small unincorporated community located within Cherokee County in the U.S. state of Georgia.
|
E385347
|
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: Union Hill, Georgia | Statement: [Cherokee County, Georgia, hasUnincorporatedCommunity, Union Hill, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Union Hill, Georgia Context triple: [Cherokee County, Georgia, hasUnincorporatedCommunity, Union Hill, Georgia]
-
A.
Richmond Hill, Georgia
Richmond Hill, Georgia is a small coastal city in Bryan County known for its proximity to Savannah, historic ties to Henry Ford, and access to Lowcountry waterways and marshes.
-
B.
Marble Hill, Georgia
Marble Hill, Georgia is a small unincorporated community located in rural north-central Georgia within Pickens County.
-
C.
Orchard Hill, Georgia
Orchard Hill, Georgia is a small town in central Georgia known for its rural character and location within the Griffin–Spalding County area.
-
D.
Grovetown, Georgia
Grovetown, Georgia is a small but rapidly growing city in the Augusta metropolitan area in eastern Georgia.
-
E.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
- 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: Union Hill, Georgia Triple: [Cherokee County, Georgia, hasUnincorporatedCommunity, Union Hill, Georgia]
Generated description
Union Hill, Georgia is a small unincorporated community located within Cherokee County in the U.S. state of Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Union Hill, Georgia Target entity description: Union Hill, Georgia is a small unincorporated community located within Cherokee County in the U.S. state of Georgia.
-
A.
Richmond Hill, Georgia
Richmond Hill, Georgia is a small coastal city in Bryan County known for its proximity to Savannah, historic ties to Henry Ford, and access to Lowcountry waterways and marshes.
-
B.
Marble Hill, Georgia
Marble Hill, Georgia is a small unincorporated community located in rural north-central Georgia within Pickens County.
-
C.
Orchard Hill, Georgia
Orchard Hill, Georgia is a small town in central Georgia known for its rural character and location within the Griffin–Spalding County area.
-
D.
Grovetown, Georgia
Grovetown, Georgia is a small but rapidly growing city in the Augusta metropolitan area in eastern Georgia.
-
E.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
- 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.