Triple

T5797455
Position Surface form Disambiguated ID Type / Status
Subject Sheboygan Red Skins E128541 entity
Predicate basedInMetropolitanArea P294 FINISHED
Object 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.
 E555620 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: Sheboygan metropolitan area | Statement: [Sheboygan Red Skins, basedInMetropolitanArea, Sheboygan metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sheboygan metropolitan area
Context triple: [Sheboygan Red Skins, basedInMetropolitanArea, Sheboygan metropolitan area]
  • A. Sheboygan, Wisconsin
    Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
  • B. La Crosse-Onalaska metropolitan area
    The La Crosse–Onalaska metropolitan area is a bi-state urban region centered on the cities of La Crosse, Wisconsin, and Onalaska, encompassing surrounding communities along the upper Mississippi River.
  • C. Appleton–Oshkosh–Neenah metropolitan area
    The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
  • D. La Crosse
    La Crosse is a mid-sized city in western Wisconsin known for its location along the Mississippi River, historic downtown, and regional educational and healthcare institutions.
  • E. Green Bay metropolitan area
    The Green Bay metropolitan area is an urban and economic hub in northeastern Wisconsin centered around the city of Green Bay, known for its manufacturing, shipping, and strong sports culture.
  • 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: Sheboygan metropolitan area
Triple: [Sheboygan Red Skins, basedInMetropolitanArea, Sheboygan metropolitan area]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sheboygan metropolitan area
Target entity description: 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.
  • A. Sheboygan, Wisconsin
    Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
  • B. La Crosse-Onalaska metropolitan area
    The La Crosse–Onalaska metropolitan area is a bi-state urban region centered on the cities of La Crosse, Wisconsin, and Onalaska, encompassing surrounding communities along the upper Mississippi River.
  • C. Appleton–Oshkosh–Neenah metropolitan area
    The Appleton–Oshkosh–Neenah metropolitan area is a regional urban and economic hub in Wisconsin centered on the Fox River cities of Appleton, Oshkosh, and Neenah.
  • D. La Crosse
    La Crosse is a mid-sized city in western Wisconsin known for its location along the Mississippi River, historic downtown, and regional educational and healthcare institutions.
  • E. Green Bay metropolitan area
    The Green Bay metropolitan area is an urban and economic hub in northeastern Wisconsin centered around the city of Green Bay, known for its manufacturing, shipping, and strong sports culture.
  • 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_69c00845ca68819081a2ce3ecca577f7 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a945fe0819095e62d480c84a2b5 completed March 22, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0bfb0ea6c819095487404545af9ca completed March 23, 2026, 4:21 a.m.
NEDg Description generation batch_69c0c0ca548c81908382dbba5f440847 completed March 23, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69c0c19e5ef08190abe26030e24b4d91 completed March 23, 2026, 4:29 a.m.
Created at: March 22, 2026, 3:51 p.m.