Triple
T3354613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grady County, Georgia |
E70575
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Beachton, Georgia
Beachton, Georgia is a small unincorporated rural community located in Grady County in the southwestern part of the state.
|
E351803
|
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: Beachton, Georgia | Statement: [Grady County, Georgia, hasUnincorporatedCommunity, Beachton, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beachton, Georgia Context triple: [Grady County, Georgia, hasUnincorporatedCommunity, Beachton, Georgia]
-
A.
Talbotton, Georgia
Talbotton, Georgia is a small historic city in west-central Georgia known for its 19th-century architecture and role as the administrative and cultural center of Talbot County.
-
B.
Blitchton, Georgia
Blitchton, Georgia is a small unincorporated community in Bryan County in southeastern Georgia, located near the eastern end of U.S. Route 280.
-
C.
Bainbridge, Georgia
Bainbridge, Georgia is a small city in the southwestern part of the state known for its outdoor recreation, historic downtown, and proximity to major waterways near the Florida border.
-
D.
Vidette, Georgia
Vidette, Georgia is a small unincorporated rural community located in Burke County in the eastern part of the state.
-
E.
Rincon, Georgia
Rincon, Georgia is a small but rapidly growing city in Effingham County that serves as a residential and commercial community just northwest of Savannah.
- 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: Beachton, Georgia Triple: [Grady County, Georgia, hasUnincorporatedCommunity, Beachton, Georgia]
Generated description
Beachton, Georgia is a small unincorporated rural community located in Grady County in the southwestern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beachton, Georgia Target entity description: Beachton, Georgia is a small unincorporated rural community located in Grady County in the southwestern part of the state.
-
A.
Talbotton, Georgia
Talbotton, Georgia is a small historic city in west-central Georgia known for its 19th-century architecture and role as the administrative and cultural center of Talbot County.
-
B.
Blitchton, Georgia
Blitchton, Georgia is a small unincorporated community in Bryan County in southeastern Georgia, located near the eastern end of U.S. Route 280.
-
C.
Bainbridge, Georgia
Bainbridge, Georgia is a small city in the southwestern part of the state known for its outdoor recreation, historic downtown, and proximity to major waterways near the Florida border.
-
D.
Vidette, Georgia
Vidette, Georgia is a small unincorporated rural community located in Burke County in the eastern part of the state.
-
E.
Rincon, Georgia
Rincon, Georgia is a small but rapidly growing city in Effingham County that serves as a residential and commercial community just northwest of Savannah.
- 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_69ad85a4ef7c8190a29e2bbd6fa454e4 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb24036848190bac779d17dfdce3b |
completed | March 8, 2026, 5:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b325373a1c8190b26d883e2f0dd92b |
completed | March 12, 2026, 8:42 p.m. |
| NEDg | Description generation | batch_69b329016c7c819098b494ae5d712036 |
completed | March 12, 2026, 8:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b329aca800819091f287a2f00557a2 |
completed | March 12, 2026, 9:01 p.m. |
Created at: March 8, 2026, 3:13 p.m.