Triple
T9345041
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Douglas County, Georgia |
E224866
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Beulah, Georgia
Beulah, Georgia is a small unincorporated community located in Douglas County in the U.S. state of Georgia.
|
E794613
|
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: Beulah, Georgia | Statement: [Douglas County, Georgia, hasUnincorporatedCommunity, Beulah, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beulah, Georgia Context triple: [Douglas County, Georgia, hasUnincorporatedCommunity, Beulah, Georgia]
-
A.
Blakely, Georgia
Blakely, Georgia is a small city in southwestern Georgia that serves as the administrative and economic center of Early County.
-
B.
Burwell, Georgia
Burwell, Georgia is a small unincorporated rural community located in western Georgia.
-
C.
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.
-
D.
Zebulon, Georgia
Zebulon, Georgia is a small historic city in central Georgia that serves as the administrative and cultural hub of Pike County.
-
E.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
- 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: Beulah, Georgia Triple: [Douglas County, Georgia, hasUnincorporatedCommunity, Beulah, Georgia]
Generated description
Beulah, Georgia is a small unincorporated community located in Douglas County in the U.S. state of Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beulah, Georgia Target entity description: Beulah, Georgia is a small unincorporated community located in Douglas County in the U.S. state of Georgia.
-
A.
Blakely, Georgia
Blakely, Georgia is a small city in southwestern Georgia that serves as the administrative and economic center of Early County.
-
B.
Burwell, Georgia
Burwell, Georgia is a small unincorporated rural community located in western Georgia.
-
C.
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.
-
D.
Zebulon, Georgia
Zebulon, Georgia is a small historic city in central Georgia that serves as the administrative and cultural hub of Pike County.
-
E.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
- 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_69ca842993248190a79ab06968994b86 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f0ce7b881908714ab526d94fa1d |
completed | April 1, 2026, 4:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3c197208190bde7850de266fdf0 |
completed | April 4, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69d0f62b28c08190aeb383e699af6e6c |
completed | April 4, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f695bd6881908fde5dab24c224b4 |
completed | April 4, 2026, 11:31 a.m. |
Created at: March 30, 2026, 7:41 p.m.