Triple
T3649507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherokee County, Georgia |
E77384
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Canton, Georgia
Canton, Georgia is a small city in northern Georgia known as a commercial and cultural hub of the surrounding Cherokee County area.
|
E378800
|
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: Canton, Georgia | Statement: [Cherokee County, Georgia, countySeat, Canton, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canton, Georgia Context triple: [Cherokee County, Georgia, countySeat, Canton, Georgia]
-
A.
Covington, Georgia
Covington, Georgia is a small city in the eastern Atlanta metropolitan area known for its historic town square and frequent use as a filming location for movies and television shows.
-
B.
Columbus, Georgia
Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
-
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.
Calhoun, Georgia
Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
-
E.
Brunswick, Georgia
Brunswick, Georgia is a historic port city on the southeastern coast of the United States known for its maritime industry, gateway role to the Golden Isles, and well-preserved Victorian-era architecture.
- 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: Canton, Georgia Triple: [Cherokee County, Georgia, countySeat, Canton, Georgia]
Generated description
Canton, Georgia is a small city in northern Georgia known as a commercial and cultural hub of the surrounding Cherokee County area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Canton, Georgia Target entity description: Canton, Georgia is a small city in northern Georgia known as a commercial and cultural hub of the surrounding Cherokee County area.
-
A.
Covington, Georgia
Covington, Georgia is a small city in the eastern Atlanta metropolitan area known for its historic town square and frequent use as a filming location for movies and television shows.
-
B.
Columbus, Georgia
Columbus, Georgia is a major city in western Georgia located along the Chattahoochee River, known for its military presence near Fort Moore and its revitalized riverfront and whitewater attractions.
-
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.
Calhoun, Georgia
Calhoun, Georgia is a small city in northwest Georgia known as the county seat of Gordon County and a regional hub along Interstate 75.
-
E.
Brunswick, Georgia
Brunswick, Georgia is a historic port city on the southeastern coast of the United States known for its maritime industry, gateway role to the Golden Isles, and well-preserved Victorian-era architecture.
- 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_69ad85de1b988190a45f8dbfebc806fc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc38fa1988190b630329700afc3dd |
completed | March 8, 2026, 6:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b488394aa48190b91985aa912cf733 |
completed | March 13, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_69b48c3204dc8190bd283ce429b08291 |
completed | March 13, 2026, 10:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4bcc702dc81908bbeb7ce73c8a5db |
completed | March 14, 2026, 1:41 a.m. |
Created at: March 8, 2026, 3:24 p.m.