Triple

T16092027
Position Surface form Disambiguated ID Type / Status
Subject Burton, Michigan E390379 entity
Predicate partOf P40 FINISHED
Object Flint metropolitan area
The Flint metropolitan area is a region in southeastern 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: [Burton, Michigan, partOf, Flint metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flint metropolitan area
Context triple: [Burton, Michigan, partOf, 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. Flint Township, Michigan
    Flint Township, Michigan is a charter township in Genesee County that forms part of the suburban area surrounding the city of Flint.
  • C. Saginaw, Michigan MSA
    The Saginaw, Michigan Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Saginaw and its surrounding communities, used for demographic and economic analysis.
  • D. 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.
  • E. Flint
    Flint is a prominent G.I. Joe team leader and warrant officer known for his tactical expertise and central role in the G.I. Joe franchise.
  • 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: [Burton, Michigan, partOf, Flint metropolitan area]
Generated description
The Flint metropolitan area is a region in southeastern 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 southeastern 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. Flint Township, Michigan
    Flint Township, Michigan is a charter township in Genesee County that forms part of the suburban area surrounding the city of Flint.
  • C. Saginaw, Michigan MSA
    The Saginaw, Michigan Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Saginaw and its surrounding communities, used for demographic and economic analysis.
  • D. 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.
  • E. Flint
    Flint is a prominent G.I. Joe team leader and warrant officer known for his tactical expertise and central role in the G.I. Joe franchise.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1858d1264819099434d7201614d05 completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a000ec4d9808190a3d1bfc8f3d73168 completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a000f6dddc88190b23fe53690fbff2e completed May 10, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_6a000fbfc4d88190b50967788e6af340 completed May 10, 2026, 4:55 a.m.
Created at: April 10, 2026, 4:59 a.m.