Triple
T20960157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montezuma, Georgia |
E516217
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Americus–Cordele–Vienna combined statistical area |
—
|
NE NERFINISHED |
How this triple was built (3 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: Americus–Cordele–Vienna combined statistical area | Statement: [Montezuma, Georgia, partOf, Americus–Cordele–Vienna combined statistical area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Americus–Cordele–Vienna combined statistical area Context triple: [Montezuma, Georgia, partOf, Americus–Cordele–Vienna combined statistical area]
-
A.
Anniston–Gadsden Combined Statistical Area
The Anniston–Gadsden Combined Statistical Area is a U.S. Census Bureau-defined region in northeastern Alabama that groups together the Anniston and Gadsden metropolitan areas for statistical and economic analysis.
-
B.
Tifton micropolitan area
The Tifton micropolitan area is a small urbanized region in south-central Georgia centered on the city of Tifton and its surrounding communities, recognized for regional commerce and agriculture.
-
C.
Columbus, GA–AL metropolitan area
The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
-
D.
Macon metropolitan area
The Macon metropolitan area is a regional urban and economic hub in central Georgia centered on the city of Macon and its surrounding communities.
-
E.
Americus, Georgia
Americus, Georgia is a small city in southwest Georgia known for its historic downtown, role in the Civil Rights Movement, and proximity to attractions like Habitat for Humanity’s global village and the Andersonville National Historic Site.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Americus–Cordele–Vienna combined statistical area Target entity description: The Americus–Cordele–Vienna combined statistical area is a U.S. Census-defined region in south-central Georgia centered on the small cities of Americus, Cordele, and Vienna and their surrounding rural communities.
-
A.
Anniston–Gadsden Combined Statistical Area
The Anniston–Gadsden Combined Statistical Area is a U.S. Census Bureau-defined region in northeastern Alabama that groups together the Anniston and Gadsden metropolitan areas for statistical and economic analysis.
-
B.
Tifton micropolitan area
The Tifton micropolitan area is a small urbanized region in south-central Georgia centered on the city of Tifton and its surrounding communities, recognized for regional commerce and agriculture.
-
C.
Columbus, GA–AL metropolitan area
The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
-
D.
Macon metropolitan area
The Macon metropolitan area is a regional urban and economic hub in central Georgia centered on the city of Macon and its surrounding communities.
-
E.
Americus, Georgia
Americus, Georgia is a small city in southwest Georgia known for its historic downtown, role in the Civil Rights Movement, and proximity to attractions like Habitat for Humanity’s global village and the Andersonville National Historic Site.
- F. None of above. chosen
Provenance (2 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_69e0b4fde6c48190af1398e7e734629e |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fb6e50988190a564d2aaf1a9bc54 |
completed | April 21, 2026, 4:22 a.m. |
Created at: April 16, 2026, 1:30 p.m.