Triple
T1028288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Randolph County, Georgia |
E22189
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Shellman, Georgia
Shellman, Georgia is a small city in Randolph County in southwestern Georgia, known for its rural character and historic Southern charm.
|
E119609
|
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: Shellman, Georgia | Statement: [Randolph County, Georgia, hasSettlement, Shellman, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shellman, Georgia Context triple: [Randolph County, Georgia, hasSettlement, Shellman, Georgia]
-
A.
Lovejoy, Georgia
Lovejoy, Georgia is a small city in the southern Atlanta metropolitan area known for its Civil War history and suburban residential character.
-
B.
Tyrone, Georgia
Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
-
C.
Stovall, Georgia
Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
-
D.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
E.
Dahlonega, Georgia
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century 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: Shellman, Georgia Triple: [Randolph County, Georgia, hasSettlement, Shellman, Georgia]
Generated description
Shellman, Georgia is a small city in Randolph County in southwestern Georgia, known for its rural character and historic Southern charm.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shellman, Georgia Target entity description: Shellman, Georgia is a small city in Randolph County in southwestern Georgia, known for its rural character and historic Southern charm.
-
A.
Lovejoy, Georgia
Lovejoy, Georgia is a small city in the southern Atlanta metropolitan area known for its Civil War history and suburban residential character.
-
B.
Tyrone, Georgia
Tyrone, Georgia is a small suburban town in the Atlanta metropolitan area known for its residential communities and location in Fayette County.
-
C.
Stovall, Georgia
Stovall, Georgia is a small unincorporated community located in Meriwether County in the west-central part of the U.S. state of Georgia.
-
D.
Haralson, Georgia
Haralson, Georgia is a small unincorporated community located in Coweta County in the west-central part of the state.
-
E.
Dahlonega, Georgia
Dahlonega, Georgia is a historic North Georgia mountain town best known as the site of one of the first major U.S. gold rushes and now a popular tourist destination with a preserved 19th-century 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7f84c888190b5b9e44c7edb508f |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bbce0b88190b91380fca297cd38 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3cd7e87481909313eef251654654 |
completed | March 7, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3d3ed140819087ede15c555e2f4d |
completed | March 7, 2026, 2:59 p.m. |
Created at: March 1, 2026, 7:41 p.m.