Triple
T6363
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warm Springs, Georgia |
E127
|
entity |
| Predicate | isPartOfMetropolitanArea |
P294
|
FINISHED |
| Object |
Columbus, Georgia metropolitan area
The Columbus, Georgia metropolitan area is a regional urban hub in western Georgia and eastern Alabama centered on the city of Columbus, encompassing surrounding communities such as Warm Springs.
|
E927
|
NE FINISHED |
How this triple was built (5 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: Columbus, Georgia metropolitan area | Statement: [Warm Springs, Georgia, isPartOfMetropolitanArea, Columbus, Georgia metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Columbus, Georgia metropolitan area Context triple: [Warm Springs, Georgia, isPartOfMetropolitanArea, Columbus, Georgia metropolitan area]
-
A.
West Central Georgia
West Central Georgia is a region of the U.S. state of Georgia characterized by its small towns, rolling rural landscapes, and historic sites including the Warm Springs area associated with President Franklin D. Roosevelt.
-
B.
Warm Springs, Georgia, United States
Warm Springs, Georgia, United States is a small town historically known as a therapeutic retreat and the place where President Franklin D. Roosevelt frequently stayed and ultimately died.
-
C.
Lexington
Lexington is a historic suburban town in Massachusetts, United States, best known as the site where the first shots of the American Revolutionary War were fired at the Battle of Lexington in 1775.
-
D.
Arlington, Virginia
Arlington, Virginia is an urban county directly across the Potomac River from Washington, D.C., known for its dense development, federal government agencies, and landmarks such as the Pentagon and Arlington National Cemetery.
-
E.
Washington metropolitan area
The Washington metropolitan area is a major U.S. urban region centered on the nation’s capital, encompassing Washington, D.C. and its surrounding suburbs in Maryland, Virginia, and West Virginia.
- 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: Columbus, Georgia metropolitan area Triple: [Warm Springs, Georgia, isPartOfMetropolitanArea, Columbus, Georgia metropolitan area]
Generated description
The Columbus, Georgia metropolitan area is a regional urban hub in western Georgia and eastern Alabama centered on the city of Columbus, encompassing surrounding communities such as Warm Springs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Columbus, Georgia metropolitan area Target entity description: The Columbus, Georgia metropolitan area is a regional urban hub in western Georgia and eastern Alabama centered on the city of Columbus, encompassing surrounding communities such as Warm Springs.
-
A.
West Central Georgia
chosen
West Central Georgia is a region of the U.S. state of Georgia characterized by its small towns, rolling rural landscapes, and historic sites including the Warm Springs area associated with President Franklin D. Roosevelt.
-
B.
Warm Springs, Georgia, United States
Warm Springs, Georgia, United States is a small town historically known as a therapeutic retreat and the place where President Franklin D. Roosevelt frequently stayed and ultimately died.
-
C.
Lexington
Lexington is a historic suburban town in Massachusetts, United States, best known as the site where the first shots of the American Revolutionary War were fired at the Battle of Lexington in 1775.
-
D.
Arlington, Virginia
Arlington, Virginia is an urban county directly across the Potomac River from Washington, D.C., known for its dense development, federal government agencies, and landmarks such as the Pentagon and Arlington National Cemetery.
-
E.
Washington metropolitan area
The Washington metropolitan area is a major U.S. urban region centered on the nation’s capital, encompassing Washington, D.C. and its surrounding suburbs in Maryland, Virginia, and West Virginia.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isPartOfMetropolitanArea Context triple: [Warm Springs, Georgia, isPartOfMetropolitanArea, Columbus, Georgia metropolitan area]
-
A.
partOfMetropolitanArea
chosen
Indicates that one place is included within and belongs to the larger metropolitan area of another place.
-
B.
metropolitanAreaNickname
Indicates that a metropolitan area is known by a particular informal or colloquial nickname.
-
C.
isMajorCenterOf
Indicates that a place serves as a primary hub or focal point for a particular activity, function, or domain.
-
D.
hasMajorCity
Indicates that a location possesses at least one city of significant size, importance, or influence within its region or country.
-
E.
largestCity
Indicates that one city is the most populous or significant urban center within a specified region or entity.
- F. None of above.
Provenance (6 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_69a23bb612708190b09f25385e4b63d1 |
completed | Feb. 28, 2026, 12:49 a.m. |
| NER | Named-entity recognition | batch_69a2421836f08190b54fc40edeb1a96b |
completed | Feb. 28, 2026, 1:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a248d5b92481909a846984a8639067 |
completed | Feb. 28, 2026, 1:45 a.m. |
| NEDg | Description generation | batch_69a24b7dd264819084b601cf7a4557ff |
completed | Feb. 28, 2026, 1:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a24c05ab408190a7f3ece62f39977d |
completed | Feb. 28, 2026, 1:59 a.m. |
| PD | Predicate disambiguation | batch_69a23fe064c881909496fd0e6b0e18d7 |
completed | Feb. 28, 2026, 1:07 a.m. |
Created at: Feb. 28, 2026, 12:54 a.m.