Triple

T2028465
Position Surface form Disambiguated ID Type / Status
Subject Ark-La-Tex E44462 entity
Predicate hasPrincipalMetropolitanArea P5047 FINISHED
Object Minden micropolitan area
The Minden micropolitan area is a small urban region in northwestern Louisiana centered around the city of Minden, forming part of the broader Ark-La-Tex economic and cultural region.
 E226817 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: Minden micropolitan area | Statement: [Ark-La-Tex, hasPrincipalMetropolitanArea, Minden micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Minden micropolitan area
Context triple: [Ark-La-Tex, hasPrincipalMetropolitanArea, Minden micropolitan area]
  • A. Cresco micropolitan area
    The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
  • B. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • C. United States Office of Management and Budget metropolitan statistical area
    The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
  • D. 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.
  • E. Wilson metropolitan area
    The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
  • 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: Minden micropolitan area
Triple: [Ark-La-Tex, hasPrincipalMetropolitanArea, Minden micropolitan area]
Generated description
The Minden micropolitan area is a small urban region in northwestern Louisiana centered around the city of Minden, forming part of the broader Ark-La-Tex economic and cultural region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Minden micropolitan area
Target entity description: The Minden micropolitan area is a small urban region in northwestern Louisiana centered around the city of Minden, forming part of the broader Ark-La-Tex economic and cultural region.
  • A. Cresco micropolitan area
    The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
  • B. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • C. United States Office of Management and Budget metropolitan statistical area
    The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
  • D. 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.
  • E. Wilson metropolitan area
    The Wilson metropolitan area is a small metropolitan region in eastern North Carolina centered on the city of Wilson and its surrounding communities.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abbdbfe6188190a32ab023660312bd completed March 7, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afea7848190b53b8813a567879d completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8cda248190b88b353c1768c3d7 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:38 p.m.