Triple

T5521454
Position Surface form Disambiguated ID Type / Status
Subject Lowndes County, Georgia E144817 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Valdosta Metropolitan Statistical Area
The Valdosta Metropolitan Statistical Area is a U.S. Census-defined region in southern Georgia centered on the city of Valdosta and its surrounding communities.
 E531704 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: Valdosta Metropolitan Statistical Area | Statement: [Lowndes County, Georgia, partOfMetropolitanArea, Valdosta Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valdosta Metropolitan Statistical Area
Context triple: [Lowndes County, Georgia, partOfMetropolitanArea, Valdosta Metropolitan Statistical Area]
  • A. St. Joseph Metropolitan Statistical Area
    The St. Joseph Metropolitan Statistical Area is a U.S. Census-defined region centered on St. Joseph, Missouri, encompassing the city and surrounding communities for demographic and economic analysis.
  • B. Hannibal Micropolitan Area
    The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
  • C. Concord micropolitan area
    The Concord micropolitan area is a small-scale urban region in central New Hampshire centered on the city of Concord and its surrounding communities, recognized for its shared economic and social ties.
  • D. Quincy micropolitan area
    The Quincy micropolitan area is a small urban region centered on Quincy, Illinois, that serves as a local hub for commerce, services, and culture for the surrounding rural communities.
  • E. El Dorado micropolitan area
    The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
  • 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: Valdosta Metropolitan Statistical Area
Triple: [Lowndes County, Georgia, partOfMetropolitanArea, Valdosta Metropolitan Statistical Area]
Generated description
The Valdosta Metropolitan Statistical Area is a U.S. Census-defined region in southern Georgia centered on the city of Valdosta and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valdosta Metropolitan Statistical Area
Target entity description: The Valdosta Metropolitan Statistical Area is a U.S. Census-defined region in southern Georgia centered on the city of Valdosta and its surrounding communities.
  • A. St. Joseph Metropolitan Statistical Area
    The St. Joseph Metropolitan Statistical Area is a U.S. Census-defined region centered on St. Joseph, Missouri, encompassing the city and surrounding communities for demographic and economic analysis.
  • B. Hannibal Micropolitan Area
    The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
  • C. Concord micropolitan area
    The Concord micropolitan area is a small-scale urban region in central New Hampshire centered on the city of Concord and its surrounding communities, recognized for its shared economic and social ties.
  • D. Quincy micropolitan area
    The Quincy micropolitan area is a small urban region centered on Quincy, Illinois, that serves as a local hub for commerce, services, and culture for the surrounding rural communities.
  • E. El Dorado micropolitan area
    The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f7227a8819080c9f074afe0eaac completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027ee724c819086b92ea127961e09 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c03c0ab1d8819094aeaac0a5b57bc8 completed March 22, 2026, 6:59 p.m.
NED2 Entity disambiguation (via description) batch_69c03cd550748190ab9718c510d2f0ca completed March 22, 2026, 7:02 p.m.
Created at: March 22, 2026, 3:33 p.m.