Triple

T7540822
Position Surface form Disambiguated ID Type / Status
Subject Marquette Township, Michigan E178268 entity
Predicate partOfMetropolitanArea P294 FINISHED
Object Marquette micropolitan area
The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
 E672102 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: Marquette micropolitan area | Statement: [Marquette Township, Michigan, partOfMetropolitanArea, Marquette micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marquette micropolitan area
Context triple: [Marquette Township, Michigan, partOfMetropolitanArea, Marquette micropolitan area]
  • A. Petoskey micropolitan area
    The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
  • B. Sheboygan metropolitan area
    The Sheboygan metropolitan area is a small urban region in eastern Wisconsin centered on the city of Sheboygan along the western shore of Lake Michigan.
  • C. 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.
  • D. Vermillion micropolitan area
    The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
  • E. Marinette micropolitan area
    The Marinette micropolitan area is a small urban region in northeastern Wisconsin centered around the city of Marinette 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: Marquette micropolitan area
Triple: [Marquette Township, Michigan, partOfMetropolitanArea, Marquette micropolitan area]
Generated description
The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marquette micropolitan area
Target entity description: The Marquette micropolitan area is a small urban region in Michigan’s Upper Peninsula centered on the city of Marquette and its surrounding communities, serving as a local hub for education, healthcare, and commerce.
  • A. Petoskey micropolitan area
    The Petoskey micropolitan area is a small regional population and economic center in northern Michigan anchored by the city of Petoskey and its surrounding communities.
  • B. Sheboygan metropolitan area
    The Sheboygan metropolitan area is a small urban region in eastern Wisconsin centered on the city of Sheboygan along the western shore of Lake Michigan.
  • C. 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.
  • D. Vermillion micropolitan area
    The Vermillion micropolitan area is a small urban and surrounding rural region centered on the city of Vermillion in southeastern South Dakota, known for hosting the University of South Dakota.
  • E. Marinette micropolitan area
    The Marinette micropolitan area is a small urban region in northeastern Wisconsin centered around the city of Marinette 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f873b17081908bb70aea0010d072 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f18e4dc81909ecd73b2b06b8d9c completed March 28, 2026, 9:58 p.m.
NEDg Description generation batch_69c853bc094c8190ba4e7ecb069c2c02 completed March 28, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69c85412e6308190893a500e2395bd94 completed March 28, 2026, 10:20 p.m.
Created at: March 27, 2026, 3:48 p.m.