Triple

T6698392
Position Surface form Disambiguated ID Type / Status
Subject Shiawassee County E152810 entity
Predicate locatedBetween P1262 FINISHED
Object Flint metropolitan area
The Flint metropolitan area is a region in eastern Michigan centered on the city of Flint, historically known for its automotive industry and economic ties to General Motors.
 E10580 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: Flint metropolitan area | Statement: [Shiawassee County, locatedBetween, Flint metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flint metropolitan area
Context triple: [Shiawassee County, locatedBetween, Flint metropolitan area]
  • A. Flint, Michigan
    Flint, Michigan is an industrial city in the United States best known as the birthplace of General Motors and for its central role in the American automotive industry.
  • B. Ann Arbor metropolitan area
    The Ann Arbor metropolitan area is a Michigan urban region centered on the city of Ann Arbor and its surrounding communities, known for its university-driven economy, research institutions, and vibrant cultural life.
  • C. Flint
    Flint is a surname of English origin borne by various notable individuals, including musician Keith Flint of The Prodigy.
  • D. Flint
    Flint is a historic market town in northeast Wales, known for its medieval Flint Castle overlooking the River Dee.
  • E. Grand Rapids metropolitan area
    The Grand Rapids metropolitan area is a populous urban region in western Michigan centered on the city of Grand Rapids and its surrounding communities, known for its diverse economy, cultural institutions, and outdoor recreation.
  • 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: Flint metropolitan area
Triple: [Shiawassee County, locatedBetween, Flint metropolitan area]
Generated description
The Flint metropolitan area is a region in eastern Michigan centered on the city of Flint, historically known for its automotive industry and economic ties to General Motors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flint metropolitan area
Target entity description: The Flint metropolitan area is a region in eastern Michigan centered on the city of Flint, historically known for its automotive industry and economic ties to General Motors.
  • A. Flint, Michigan chosen
    Flint, Michigan is an industrial city in the United States best known as the birthplace of General Motors and for its central role in the American automotive industry.
  • B. Ann Arbor metropolitan area
    The Ann Arbor metropolitan area is a Michigan urban region centered on the city of Ann Arbor and its surrounding communities, known for its university-driven economy, research institutions, and vibrant cultural life.
  • C. Flint
    Flint is a historic market town in northeast Wales, known for its medieval Flint Castle overlooking the River Dee.
  • D. Flint
    Flint is a surname of English origin borne by various notable individuals, including musician Keith Flint of The Prodigy.
  • E. Grand Rapids metropolitan area
    The Grand Rapids metropolitan area is a populous urban region in western Michigan centered on the city of Grand Rapids and its surrounding communities, known for its diverse economy, cultural institutions, and outdoor recreation.
  • 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_69c68807adbc8190b8632df42b39eda0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d0a6082c819097a4301538399f59 completed March 27, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748994250819092ba9bf4fd3f5b90 completed March 28, 2026, 3:18 a.m.
NEDg Description generation batch_69c749657f14819091e01c3cb6a0cdc4 completed March 28, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c749e8e1588190886fa72e0661d673 completed March 28, 2026, 3:24 a.m.
Created at: March 27, 2026, 2:05 p.m.