Triple

T16052189
Position Surface form Disambiguated ID Type / Status
Subject Leighton, Iowa E389379 entity
Predicate isPartOfStatisticalArea P294 FINISHED
Object Oskaloosa Micropolitan Statistical Area
The Oskaloosa Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Oskaloosa, Iowa, that encompasses the city and surrounding communities for demographic and economic analysis.
 E398587 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: Oskaloosa Micropolitan Statistical Area | Statement: [Leighton, Iowa, isPartOfStatisticalArea, Oskaloosa Micropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oskaloosa Micropolitan Statistical Area
Context triple: [Leighton, Iowa, isPartOfStatisticalArea, Oskaloosa Micropolitan Statistical Area]
  • A. Oskaloosa, Iowa
    Oskaloosa, Iowa is a small city in southeastern Iowa known for its historic downtown, rich coal-mining heritage, and role as a regional commercial and cultural center.
  • B. Iowa City metropolitan area
    The Iowa City metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Iowa City and its surrounding communities.
  • C. Cedar Rapids metropolitan area
    The Cedar Rapids metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Cedar Rapids and its surrounding counties.
  • D. Muscatine Micropolitan Statistical Area
    The Muscatine Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Muscatine, Iowa, used for statistical and economic analysis of the surrounding small urban area and its nearby communities.
  • E. Ottumwa micropolitan area
    The Ottumwa micropolitan area is a small urban region in southeastern Iowa centered on the city of Ottumwa and its surrounding communities, recognized for statistical and economic purposes by the U.S. Census Bureau.
  • 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: Oskaloosa Micropolitan Statistical Area
Triple: [Leighton, Iowa, isPartOfStatisticalArea, Oskaloosa Micropolitan Statistical Area]
Generated description
The Oskaloosa Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Oskaloosa, Iowa, that encompasses the city and surrounding communities for demographic and economic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oskaloosa Micropolitan Statistical Area
Target entity description: The Oskaloosa Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Oskaloosa, Iowa, that encompasses the city and surrounding communities for demographic and economic analysis.
  • A. Oskaloosa, Iowa chosen
    Oskaloosa, Iowa is a small city in southeastern Iowa known for its historic downtown, rich coal-mining heritage, and role as a regional commercial and cultural center.
  • B. Iowa City metropolitan area
    The Iowa City metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Iowa City and its surrounding communities.
  • C. Cedar Rapids metropolitan area
    The Cedar Rapids metropolitan area is a regional urban and economic hub in eastern Iowa centered on the city of Cedar Rapids and its surrounding counties.
  • D. Muscatine Micropolitan Statistical Area
    The Muscatine Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Muscatine, Iowa, used for statistical and economic analysis of the surrounding small urban area and its nearby communities.
  • E. Ottumwa micropolitan area
    The Ottumwa micropolitan area is a small urban region in southeastern Iowa centered on the city of Ottumwa and its surrounding communities, recognized for statistical and economic purposes by the U.S. Census Bureau.
  • F. None of above.

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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183627bd88190bf94054de13a7733 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbe2d87c8190ba7f16feb018e70c completed May 10, 2026, 1:14 a.m.
NEDg Description generation batch_69ffdcfe202481909913e9e44ffbf66f completed May 10, 2026, 1:18 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd8610c081908305a1c2298618c1 completed May 10, 2026, 1:21 a.m.
Created at: April 10, 2026, 4:56 a.m.