Triple

T2409965
Position Surface form Disambiguated ID Type / Status
Subject M-22 E50363 entity
Predicate region P40 FINISHED
Object northwestern Michigan
Northwestern Michigan is a scenic region of the Lower Peninsula known for its Lake Michigan shoreline, dunes, forests, and popular tourist destinations such as Traverse City and the Leelanau Peninsula.
E51163 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: northwestern Michigan | Statement: [M-22, region, northwestern Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northwestern Michigan
Context triple: [M-22, region, northwestern Michigan]
  • A. Northern Michigan
    Northern Michigan is a largely rural, forested and lake-dotted region of Michigan’s Lower Peninsula known for its outdoor recreation, tourism, and scenic small towns.
  • B. West Michigan
    West Michigan is a region of the U.S. state of Michigan along the eastern shore of Lake Michigan, known for its mid-sized cities like Grand Rapids, manufacturing base, and scenic lakeshore communities.
  • C. Southwest Michigan region
    The Southwest Michigan region is an area of Michigan known for its mid-sized cities, agricultural landscape, and proximity to Lake Michigan, encompassing communities such as Battle Creek, Kalamazoo, and surrounding counties.
  • D. south-central Michigan
    South-central Michigan is a region of the U.S. state of Michigan characterized by mid-sized cities, agricultural areas, and transportation corridors connecting Detroit, Lansing, and Kalamazoo.
  • E. Lower Peninsula of Michigan
    The Lower Peninsula of Michigan is the mitten-shaped, more populous southern part of the U.S. state of Michigan, known for its Great Lakes shorelines, forests, and major cities like Detroit and Grand Rapids.
  • 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: northwestern Michigan
Triple: [M-22, region, northwestern Michigan]
Generated description
Northwestern Michigan is a scenic region of the Lower Peninsula known for its Lake Michigan shoreline, dunes, forests, and popular tourist destinations such as Traverse City and the Leelanau Peninsula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northwestern Michigan
Target entity description: Northwestern Michigan is a scenic region of the Lower Peninsula known for its Lake Michigan shoreline, dunes, forests, and popular tourist destinations such as Traverse City and the Leelanau Peninsula.
  • A. Northern Michigan chosen
    Northern Michigan is a largely rural, forested and lake-dotted region of Michigan’s Lower Peninsula known for its outdoor recreation, tourism, and scenic small towns.
  • B. West Michigan
    West Michigan is a region of the U.S. state of Michigan along the eastern shore of Lake Michigan, known for its mid-sized cities like Grand Rapids, manufacturing base, and scenic lakeshore communities.
  • C. Southwest Michigan region
    The Southwest Michigan region is an area of Michigan known for its mid-sized cities, agricultural landscape, and proximity to Lake Michigan, encompassing communities such as Battle Creek, Kalamazoo, and surrounding counties.
  • D. south-central Michigan
    South-central Michigan is a region of the U.S. state of Michigan characterized by mid-sized cities, agricultural areas, and transportation corridors connecting Detroit, Lansing, and Kalamazoo.
  • E. Lower Peninsula of Michigan
    The Lower Peninsula of Michigan is the mitten-shaped, more populous southern part of the U.S. state of Michigan, known for its Great Lakes shorelines, forests, and major cities like Detroit and Grand Rapids.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc9272cf4819089be118c8a49d7f9 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69af836559908190800f3be44aecd82f completed March 10, 2026, 2:35 a.m.
NEDg Description generation batch_69af858124908190b2c717aa1a44ee33 completed March 10, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69af86371b6c8190b17a7e57df9b4fb3 completed March 10, 2026, 2:47 a.m.
Created at: March 4, 2026, 7:58 p.m.