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.