Triple
T4455616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seminole County, Georgia |
E97713
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area
The United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area is a small, census-designated labor and economic region in southwestern Georgia centered on the city of Donalsonville.
|
E442182
|
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: United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area | Statement: [Seminole County, Georgia, isPartOf, United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area Context triple: [Seminole County, Georgia, isPartOf, United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area]
-
A.
United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area
The United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area is a bi-state urban region centered on the city of Columbus, spanning parts of western Georgia and eastern Alabama.
-
B.
United States Census Bureau-designated Southwest Georgia region
The United States Census Bureau-designated Southwest Georgia region is a statistical area in the southwestern part of Georgia used for demographic, economic, and administrative analysis, encompassing counties such as Sumter County.
-
C.
Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
-
D.
United States Census Bureau-defined Winchester, VA-WV Metropolitan Statistical Area
The United States Census Bureau-defined Winchester, VA-WV Metropolitan Statistical Area is a multi-county, bi-state region centered on Winchester, Virginia, used for statistical and economic analysis of the local population and economy.
-
E.
Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area
The Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area is a large multi-county metropolitan and micropolitan region in north-central Georgia centered on the cities of Atlanta and Athens.
- 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: United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area Triple: [Seminole County, Georgia, isPartOf, United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area]
Generated description
The United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area is a small, census-designated labor and economic region in southwestern Georgia centered on the city of Donalsonville.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area Target entity description: The United States Census Bureau-defined Donalsonville, GA Micropolitan Statistical Area is a small, census-designated labor and economic region in southwestern Georgia centered on the city of Donalsonville.
-
A.
United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area
The United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area is a bi-state urban region centered on the city of Columbus, spanning parts of western Georgia and eastern Alabama.
-
B.
United States Census Bureau-designated Southwest Georgia region
The United States Census Bureau-designated Southwest Georgia region is a statistical area in the southwestern part of Georgia used for demographic, economic, and administrative analysis, encompassing counties such as Sumter County.
-
C.
Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area
The Atlanta–Sandy Springs–Alpharetta, GA Metropolitan Statistical Area is a major urban and economic region in north-central Georgia centered on Atlanta and its surrounding suburban communities.
-
D.
United States Census Bureau-defined Winchester, VA-WV Metropolitan Statistical Area
The United States Census Bureau-defined Winchester, VA-WV Metropolitan Statistical Area is a multi-county, bi-state region centered on Winchester, Virginia, used for statistical and economic analysis of the local population and economy.
-
E.
Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area
The Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area is a large multi-county metropolitan and micropolitan region in north-central Georgia centered on the cities of Atlanta and Athens.
- 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_69b3454777808190b78aa9047ba1f018 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355f79ca481909338dda9f4f7171f |
completed | March 13, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6282743e08190a2c84f3b80c6d260 |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b62af29d3c81908cb82d142c2a55a4 |
completed | March 15, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62ba4d6c88190b4eaacd09a0b2b66 |
completed | March 15, 2026, 3:46 a.m. |
Created at: March 12, 2026, 11:33 p.m.