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.