Triple
T2773339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pickens County, Georgia |
E61509
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Marble Hill, Georgia
Marble Hill, Georgia is a small unincorporated community located in rural north-central Georgia within Pickens County.
|
E298816
|
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: Marble Hill, Georgia | Statement: [Pickens County, Georgia, hasUnincorporatedCommunity, Marble Hill, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marble Hill, Georgia Context triple: [Pickens County, Georgia, hasUnincorporatedCommunity, Marble 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.
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.
-
C.
Bloomingdale, Georgia
Bloomingdale, Georgia is a small city in Chatham County that forms part of the greater Savannah metropolitan region in the southeastern United States.
-
D.
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.
-
E.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
- 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: Marble Hill, Georgia Triple: [Pickens County, Georgia, hasUnincorporatedCommunity, Marble Hill, Georgia]
Generated description
Marble Hill, Georgia is a small unincorporated community located in rural north-central Georgia within Pickens County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marble Hill, Georgia Target entity description: Marble Hill, Georgia is a small unincorporated community located in rural north-central Georgia within Pickens County.
-
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.
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.
-
C.
Bloomingdale, Georgia
Bloomingdale, Georgia is a small city in Chatham County that forms part of the greater Savannah metropolitan region in the southeastern United States.
-
D.
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.
-
E.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
- 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_69afc64c83748190921589bec20dec58 |
completed | March 10, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69afc6b723f48190b93df0dc2de6c839 |
completed | March 10, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc750fee08190bf3c112f6f204af4 |
completed | March 10, 2026, 7:25 a.m. |
Created at: March 6, 2026, 9:57 p.m.