Triple

T905372
Position Surface form Disambiguated ID Type / Status
Subject Talbot County, Georgia E19535 entity
Predicate partOf P40 FINISHED
Object 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.
E106763 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-designated Columbus, Georgia-Alabama metropolitan area | Statement: [Talbot County, Georgia, partOf, United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area
Context triple: [Talbot County, Georgia, partOf, United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area]
  • A. 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.
  • 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. 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 designated areas
    United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
  • E. central Georgia
    Central Georgia is a region in the U.S. state of Georgia characterized by its mix of small cities, rural communities, and agricultural areas roughly around the geographic center of the state.
  • 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-designated Columbus, Georgia-Alabama metropolitan area
Triple: [Talbot County, Georgia, partOf, United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau-designated Columbus, Georgia-Alabama metropolitan area
Target entity description: 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.
  • A. 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.
  • 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. 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 designated areas
    United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
  • E. central Georgia
    Central Georgia is a region in the U.S. state of Georgia characterized by its mix of small cities, rural communities, and agricultural areas roughly around the geographic center of the state.
  • 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_69a4939e889c8190ac148b3ac1a7f90b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2caf4088190ab05b22531ecec43 completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c7391e6c8190836e8d7e7fdf9c93 completed March 4, 2026, 5:46 a.m.
NEDg Description generation batch_69a7c78ba0008190bf884de7f89b4655 completed March 4, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7c8991e7c81908c31d60f9a7f2340 completed March 4, 2026, 5:52 a.m.
Created at: March 1, 2026, 7:39 p.m.