Triple
T2807282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spalding County, Georgia |
E54082
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Vaughn, Georgia
Vaughn, Georgia is a small unincorporated rural community located in Spalding County in the U.S. state of Georgia.
|
E308497
|
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: Vaughn, Georgia | Statement: [Spalding County, Georgia, hasUnincorporatedCommunity, Vaughn, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaughn, Georgia Context triple: [Spalding County, Georgia, hasUnincorporatedCommunity, Vaughn, Georgia]
-
A.
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.
-
B.
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.
-
C.
Buena Vista, Georgia
Buena Vista, Georgia is a small city in west-central Georgia known for its rural character and role as the administrative and cultural hub of Marion County.
-
D.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
-
E.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
- 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: Vaughn, Georgia Triple: [Spalding County, Georgia, hasUnincorporatedCommunity, Vaughn, Georgia]
Generated description
Vaughn, Georgia is a small unincorporated rural community located in Spalding County in the U.S. state of Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaughn, Georgia Target entity description: Vaughn, Georgia is a small unincorporated rural community located in Spalding County in the U.S. state of Georgia.
-
A.
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.
-
B.
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.
-
C.
Buena Vista, Georgia
Buena Vista, Georgia is a small city in west-central Georgia known for its rural character and role as the administrative and cultural hub of Marion County.
-
D.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
-
E.
Arlington, Georgia
Arlington, Georgia is a small rural city in the southwestern part of the state known historically for its agricultural economy and tight-knit community.
- 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde2ec2ac8190bd702ad3eafb6aed |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b03127f0808190841fa2572baaf5a7 |
completed | March 10, 2026, 2:56 p.m. |
| NEDg | Description generation | batch_69b0350e36688190ba9b37486fbe5bcb |
completed | March 10, 2026, 3:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0390cb17c81909ca357726b20de35 |
completed | March 10, 2026, 3:30 p.m. |
Created at: March 6, 2026, 9:59 p.m.