Triple

T14770286
Position Surface form Disambiguated ID Type / Status
Subject United States Census Bureau metropolitan area of Petoskey micropolitan area E347111 entity
Predicate partOf P40 FINISHED
Object Michigan statistical areas
Michigan statistical areas are the metropolitan and micropolitan regions within the state of Michigan as defined and grouped by the United States Census Bureau for statistical and demographic analysis.
E395386 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: Michigan statistical areas | Statement: [United States Census Bureau metropolitan area of Petoskey micropolitan area, partOf, Michigan statistical areas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michigan statistical areas
Context triple: [United States Census Bureau metropolitan area of Petoskey micropolitan area, partOf, Michigan statistical areas]
  • A. 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.
  • B. 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.
  • C. Michigan (most of state)
    Michigan (most of state) is the larger portion of the Midwestern U.S. state of Michigan, encompassing its Lower Peninsula and parts of the Upper Peninsula, including major cities like Detroit, Grand Rapids, and Lansing.
  • D. United States micropolitan statistical areas
    United States micropolitan statistical areas are officially designated regions centered on smaller urban cores that serve as important local hubs for population, commerce, and services across the country.
  • E. Michigan statutes
    Michigan statutes are the codified laws enacted by the Michigan Legislature that govern civil, criminal, and administrative matters throughout the state.
  • 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: Michigan statistical areas
Triple: [United States Census Bureau metropolitan area of Petoskey micropolitan area, partOf, Michigan statistical areas]
Generated description
Michigan statistical areas are the metropolitan and micropolitan regions within the state of Michigan as defined and grouped by the United States Census Bureau for statistical and demographic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michigan statistical areas
Target entity description: Michigan statistical areas are the metropolitan and micropolitan regions within the state of Michigan as defined and grouped by the United States Census Bureau for statistical and demographic analysis.
  • A. State of Michigan metropolitan areas chosen
    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.
  • B. 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.
  • C. Michigan (most of state)
    Michigan (most of state) is the larger portion of the Midwestern U.S. state of Michigan, encompassing its Lower Peninsula and parts of the Upper Peninsula, including major cities like Detroit, Grand Rapids, and Lansing.
  • D. United States micropolitan statistical areas
    United States micropolitan statistical areas are officially designated regions centered on smaller urban cores that serve as important local hubs for population, commerce, and services across the country.
  • E. Michigan statutes
    Michigan statutes are the codified laws enacted by the Michigan Legislature that govern civil, criminal, and administrative matters throughout the state.
  • 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_69d822e8896c819091169882f9b20486 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec81334e08190a77d760e507d00ed completed April 14, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0cfabdfc8190ae7ee06b11f9b540 completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe1344428081908948ad757ffec451 completed May 8, 2026, 4:45 p.m.
NED2 Entity disambiguation (via description) batch_69fe142e5030819081bfe87d5d7b6581 completed May 8, 2026, 4:49 p.m.
Created at: April 10, 2026, 1:31 a.m.