Triple

T11800404
Position Surface form Disambiguated ID Type / Status
Subject Baraga County, Michigan E280607 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau’s Marquette, MI Micropolitan Statistical Area
The United States Census Bureau’s Marquette, MI Micropolitan Statistical Area is a federally defined region in Michigan centered on the city of Marquette that encompasses surrounding counties for the purpose of statistical analysis and regional planning.
E947887 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’s Marquette, MI Micropolitan Statistical Area | Statement: [Baraga County, Michigan, partOf, United States Census Bureau’s Marquette, MI Micropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Marquette, MI Micropolitan Statistical Area
Context triple: [Baraga County, Michigan, partOf, United States Census Bureau’s Marquette, MI Micropolitan Statistical Area]
  • A. United States Census Bureau places in Michigan
    United States Census Bureau places in Michigan are officially designated geographic areas within the state used for collecting, analyzing, and publishing demographic and economic data.
  • B. United States Census Bureau metropolitan area of Petoskey micropolitan area
    The United States Census Bureau metropolitan area of Petoskey micropolitan area is a statistical region in northern Michigan centered on the city of Petoskey that encompasses Emmet County and surrounding communities for demographic and economic analysis.
  • C. State of Michigan metropolitan areas
    The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
  • D. U.S. Census Bureau’s Demopolis micropolitan area
    The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic analysis.
  • E. Battle Creek, MI Metropolitan Statistical Area
    The Battle Creek, MI Metropolitan Statistical Area is a U.S. Census-defined region in south-central Michigan centered on the city of Battle Creek 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: United States Census Bureau’s Marquette, MI Micropolitan Statistical Area
Triple: [Baraga County, Michigan, partOf, United States Census Bureau’s Marquette, MI Micropolitan Statistical Area]
Generated description
The United States Census Bureau’s Marquette, MI Micropolitan Statistical Area is a federally defined region in Michigan centered on the city of Marquette that encompasses surrounding counties for the purpose of statistical analysis and regional planning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Marquette, MI Micropolitan Statistical Area
Target entity description: The United States Census Bureau’s Marquette, MI Micropolitan Statistical Area is a federally defined region in Michigan centered on the city of Marquette that encompasses surrounding counties for the purpose of statistical analysis and regional planning.
  • A. United States Census Bureau places in Michigan
    United States Census Bureau places in Michigan are officially designated geographic areas within the state used for collecting, analyzing, and publishing demographic and economic data.
  • B. United States Census Bureau metropolitan area of Petoskey micropolitan area
    The United States Census Bureau metropolitan area of Petoskey micropolitan area is a statistical region in northern Michigan centered on the city of Petoskey that encompasses Emmet County and surrounding communities for demographic and economic analysis.
  • C. State of Michigan metropolitan areas
    The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
  • D. U.S. Census Bureau’s Demopolis micropolitan area
    The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic analysis.
  • E. Battle Creek, MI Metropolitan Statistical Area
    The Battle Creek, MI Metropolitan Statistical Area is a U.S. Census-defined region in south-central Michigan centered on the city of Battle Creek 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a4512c8190b7782e1dee053000 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131110aa081909aa0b0d532e473a5 completed April 28, 2026, 10:13 p.m.
NEDg Description generation batch_69f14e879aa88190a95f13e23dd346f4 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f156fa5cc48190a43c1d2e5df346fe completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.