Triple

T2803267
Position Surface form Disambiguated ID Type / Status
Subject Kalamazoo County, Michigan E53993 entity
Predicate partOf P40 FINISHED
Object Kalamazoo-Portage Metropolitan Statistical Area
The Kalamazoo-Portage Metropolitan Statistical Area is a U.S. Census-defined region in southwestern Michigan centered on the cities of Kalamazoo and Portage, serving as a regional hub for education, healthcare, and manufacturing.
E330738 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: Kalamazoo-Portage Metropolitan Statistical Area | Statement: [Kalamazoo County, Michigan, partOf, Kalamazoo-Portage Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalamazoo-Portage Metropolitan Statistical Area
Context triple: [Kalamazoo County, Michigan, partOf, Kalamazoo-Portage Metropolitan Statistical Area]
  • A. Saginaw–Midland–Bay City CSA
    The Saginaw–Midland–Bay City CSA is a U.S. Census-defined combined statistical area in central Michigan that groups together the interconnected metropolitan and micropolitan regions centered on the cities of Saginaw, Midland, and Bay City.
  • B. Traverse City micropolitan area
    The Traverse City micropolitan area is a U.S. Census-defined region in northwestern Michigan centered on Traverse City, encompassing surrounding communities that share its economic and social ties.
  • C. Bay City, Michigan Metropolitan Statistical Area
    The Bay City, Michigan Metropolitan Statistical Area is a U.S. Census-defined region in Michigan centered on the city of Bay City and its surrounding communities, used for statistical and economic analysis.
  • D. Detroit–Warren–Ann Arbor combined statistical area
    The Detroit–Warren–Ann Arbor combined statistical area is a large multi-county metropolitan region in southeastern Michigan centered on the cities of Detroit, Warren, and Ann Arbor, used by the U.S. Census Bureau for statistical and economic analysis.
  • E. Grand Rapids metropolitan area
    The Grand Rapids metropolitan area is a populous urban region in western Michigan centered on the city of Grand Rapids and its surrounding communities, known for its diverse economy, cultural institutions, and outdoor recreation.
  • 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: Kalamazoo-Portage Metropolitan Statistical Area
Triple: [Kalamazoo County, Michigan, partOf, Kalamazoo-Portage Metropolitan Statistical Area]
Generated description
The Kalamazoo-Portage Metropolitan Statistical Area is a U.S. Census-defined region in southwestern Michigan centered on the cities of Kalamazoo and Portage, serving as a regional hub for education, healthcare, and manufacturing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalamazoo-Portage Metropolitan Statistical Area
Target entity description: The Kalamazoo-Portage Metropolitan Statistical Area is a U.S. Census-defined region in southwestern Michigan centered on the cities of Kalamazoo and Portage, serving as a regional hub for education, healthcare, and manufacturing.
  • A. Saginaw–Midland–Bay City CSA
    The Saginaw–Midland–Bay City CSA is a U.S. Census-defined combined statistical area in central Michigan that groups together the interconnected metropolitan and micropolitan regions centered on the cities of Saginaw, Midland, and Bay City.
  • B. Traverse City micropolitan area
    The Traverse City micropolitan area is a U.S. Census-defined region in northwestern Michigan centered on Traverse City, encompassing surrounding communities that share its economic and social ties.
  • C. Bay City, Michigan Metropolitan Statistical Area
    The Bay City, Michigan Metropolitan Statistical Area is a U.S. Census-defined region in Michigan centered on the city of Bay City and its surrounding communities, used for statistical and economic analysis.
  • D. Detroit–Warren–Ann Arbor combined statistical area
    The Detroit–Warren–Ann Arbor combined statistical area is a large multi-county metropolitan region in southeastern Michigan centered on the cities of Detroit, Warren, and Ann Arbor, used by the U.S. Census Bureau for statistical and economic analysis.
  • E. Grand Rapids metropolitan area
    The Grand Rapids metropolitan area is a populous urban region in western Michigan centered on the city of Grand Rapids and its surrounding communities, known for its diverse economy, cultural institutions, and outdoor recreation.
  • 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_69ab49dcee188190b5c6eca9ae9e3469 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abde12b33481908b276760a922db9c completed March 7, 2026, 8:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2249f50008190921040166f6036b9 completed March 12, 2026, 2:27 a.m.
NEDg Description generation batch_69b2254ac6d88190b40c7c5b5a0f4eba completed March 12, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69b225c6c2d88190adb381023e0c3219 completed March 12, 2026, 2:32 a.m.
Created at: March 6, 2026, 9:59 p.m.