Triple

T12967213
Position Surface form Disambiguated ID Type / Status
Subject Fond du Lac, Wisconsin E321291 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Fond du Lac metropolitan area
The Fond du Lac metropolitan area is a U.S. Census-defined region in east-central Wisconsin centered on the city of Fond du Lac and its surrounding communities.
 E1044309 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: Fond du Lac metropolitan area | Statement: [Fond du Lac, Wisconsin, locatedInMetropolitanArea, Fond du Lac metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fond du Lac metropolitan area
Context triple: [Fond du Lac, Wisconsin, locatedInMetropolitanArea, Fond du Lac metropolitan area]
  • A. Port Huron metropolitan area
    The Port Huron metropolitan area is a small urban region in Michigan centered on the city of Port Huron, known for its location at the southern end of Lake Huron and its local sports and maritime heritage.
  • B. Madison metropolitan area
    The Madison metropolitan area is a regional urban and economic hub in south-central Wisconsin centered on the city of Madison, known for its state government, major university, and growing technology and service sectors.
  • C. Milwaukee metropolitan area
    The Milwaukee metropolitan area is a major urban and economic region in southeastern Wisconsin centered on the city of Milwaukee and encompassing numerous surrounding suburbs and communities.
  • D. 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.
  • E. Fond du Lac, Wisconsin
    Fond du Lac, Wisconsin is a small city in east-central Wisconsin known as a regional commercial center at the southern tip of Lake Winnebago.
  • 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: Fond du Lac metropolitan area
Triple: [Fond du Lac, Wisconsin, locatedInMetropolitanArea, Fond du Lac metropolitan area]
Generated description
The Fond du Lac metropolitan area is a U.S. Census-defined region in east-central Wisconsin centered on the city of Fond du Lac and its surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fond du Lac metropolitan area
Target entity description: The Fond du Lac metropolitan area is a U.S. Census-defined region in east-central Wisconsin centered on the city of Fond du Lac and its surrounding communities.
  • A. Port Huron metropolitan area
    The Port Huron metropolitan area is a small urban region in Michigan centered on the city of Port Huron, known for its location at the southern end of Lake Huron and its local sports and maritime heritage.
  • B. Madison metropolitan area
    The Madison metropolitan area is a regional urban and economic hub in south-central Wisconsin centered on the city of Madison, known for its state government, major university, and growing technology and service sectors.
  • C. Milwaukee metropolitan area
    The Milwaukee metropolitan area is a major urban and economic region in southeastern Wisconsin centered on the city of Milwaukee and encompassing numerous surrounding suburbs and communities.
  • D. 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.
  • E. Fond du Lac, Wisconsin
    Fond du Lac, Wisconsin is a small city in east-central Wisconsin known as a regional commercial center at the southern tip of Lake Winnebago.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e3f702481908f0f90f4f12d3f4d completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75469a3f08190a7e417872147b455 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f755d330c481909c159d3801c18f59 completed May 3, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
Created at: April 9, 2026, 8:30 p.m.