Triple

T18160035
Position Surface form Disambiguated ID Type / Status
Subject Oscoda County, Michigan E434733 entity
Predicate partOf P40 FINISHED
Object United States Census Bureau-designated Northern Michigan region — NE NERFINISHED

How this triple was built (3 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-designated Northern Michigan region | Statement: [Oscoda County, Michigan, partOf, United States Census Bureau-designated Northern Michigan region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau-designated Northern Michigan region
Context triple: [Oscoda County, Michigan, partOf, United States Census Bureau-designated Northern Michigan region]
  • A. northeastern Michigan
    Northeastern Michigan is a largely rural region of Michigan’s Lower Peninsula known for its forests, inland lakes, and Lake Huron shoreline.
  • B. West-central Michigan
    West-central Michigan is a region of Michigan characterized by its mix of small towns, forests, rivers, and agricultural areas situated inland from the Lake Michigan shoreline.
  • C. United States Census Bureau’s East North Central division
    The United States Census Bureau’s East North Central division is a U.S. census region subdivision that encompasses several Midwestern states, including Illinois, for statistical and demographic analysis.
  • D. Michigan region
    The Michigan region is a historical area around the Great Lakes that became a key center of trade, settlement, and later U.S. statehood in what is now the state of Michigan.
  • E. northwestern Michigan
    Northwestern Michigan is a region of Michigan’s Lower Peninsula known for its forests, lakes, and small cities and towns centered around outdoor recreation and tourism.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United States Census Bureau-designated Northern Michigan region
Target entity description: The United States Census Bureau-designated Northern Michigan region is a statistical area in the northern portion of Michigan’s Lower Peninsula used for demographic, economic, and geographic analysis.
  • A. northeastern Michigan
    Northeastern Michigan is a largely rural region of Michigan’s Lower Peninsula known for its forests, inland lakes, and Lake Huron shoreline.
  • B. West-central Michigan
    West-central Michigan is a region of Michigan characterized by its mix of small towns, forests, rivers, and agricultural areas situated inland from the Lake Michigan shoreline.
  • C. United States Census Bureau’s East North Central division
    The United States Census Bureau’s East North Central division is a U.S. census region subdivision that encompasses several Midwestern states, including Illinois, for statistical and demographic analysis.
  • D. Michigan region
    The Michigan region is a historical area around the Great Lakes that became a key center of trade, settlement, and later U.S. statehood in what is now the state of Michigan.
  • E. northwestern Michigan
    Northwestern Michigan is a region of Michigan’s Lower Peninsula known for its forests, lakes, and small cities and towns centered around outdoor recreation and tourism.
  • F. None of above. chosen

Provenance (2 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dec0e0388190af11ac167411da96 completed April 19, 2026, 1:55 p.m.
Created at: April 10, 2026, 10:30 a.m.