Triple
T2530561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carroll County, Georgia |
E56147
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Carrollton, Georgia
Carrollton, Georgia is a small city in western Georgia known as a regional hub for education, commerce, and culture, and home to the University of West Georgia.
|
E294333
|
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: Carrollton, Georgia | Statement: [Carroll County, Georgia, seat, Carrollton, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Carrollton, Georgia Context triple: [Carroll County, Georgia, seat, Carrollton, Georgia]
-
A.
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.
-
B.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
C.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
D.
Clarkston, Georgia
Clarkston, Georgia is a small, diverse city in the Atlanta metropolitan area known for its large refugee and immigrant population.
-
E.
Carrollton
Carrollton is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities, business parks, and convenient access to major highways.
- 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: Carrollton, Georgia Triple: [Carroll County, Georgia, seat, Carrollton, Georgia]
Generated description
Carrollton, Georgia is a small city in western Georgia known as a regional hub for education, commerce, and culture, and home to the University of West Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Carrollton, Georgia Target entity description: Carrollton, Georgia is a small city in western Georgia known as a regional hub for education, commerce, and culture, and home to the University of West Georgia.
-
A.
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.
-
B.
Meansville, Georgia
Meansville, Georgia is a small rural town in Pike County known for its quiet residential character and location along regional routes in west-central Georgia.
-
C.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
-
D.
Clarkston, Georgia
Clarkston, Georgia is a small, diverse city in the Atlanta metropolitan area known for its large refugee and immigrant population.
-
E.
Carrollton
Carrollton is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential communities, business parks, and convenient access to major highways.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd276930c8190bd46b52e06b7098e |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbaef55881909ef223f366c209c7 |
completed | March 10, 2026, 6:35 a.m. |
| NEDg | Description generation | batch_69afbc545dc48190b61ed2ee73d53737 |
completed | March 10, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afbcd39c608190b01924370208f1ec |
completed | March 10, 2026, 6:40 a.m. |
Created at: March 6, 2026, 9:46 p.m.