Triple

T12401079
Position Surface form Disambiguated ID Type / Status
Subject Chippewa Falls, Wisconsin E296252 entity
Predicate isPartOfMetropolitanArea P294 FINISHED
Object Eau Claire–Chippewa Falls metropolitan area
The Eau Claire–Chippewa Falls metropolitan area is a regional urban and economic hub in western Wisconsin centered around the cities of Eau Claire and Chippewa Falls.
 E982210 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: Eau Claire–Chippewa Falls metropolitan area | Statement: [Chippewa Falls, Wisconsin, isPartOfMetropolitanArea, Eau Claire–Chippewa Falls metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eau Claire–Chippewa Falls metropolitan area
Context triple: [Chippewa Falls, Wisconsin, isPartOfMetropolitanArea, Eau Claire–Chippewa Falls metropolitan area]
  • A. 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.
  • 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. 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. 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. Eau Claire
    Eau Claire is a central riverside neighborhood in Calgary, Alberta, known for its mixed-use developments, public plazas, and proximity to the Bow River and downtown core.
  • 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: Eau Claire–Chippewa Falls metropolitan area
Triple: [Chippewa Falls, Wisconsin, isPartOfMetropolitanArea, Eau Claire–Chippewa Falls metropolitan area]
Generated description
The Eau Claire–Chippewa Falls metropolitan area is a regional urban and economic hub in western Wisconsin centered around the cities of Eau Claire and Chippewa Falls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eau Claire–Chippewa Falls metropolitan area
Target entity description: The Eau Claire–Chippewa Falls metropolitan area is a regional urban and economic hub in western Wisconsin centered around the cities of Eau Claire and Chippewa Falls.
  • A. 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.
  • 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. 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. 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. Eau Claire
    Eau Claire is a central riverside neighborhood in Calgary, Alberta, known for its mixed-use developments, public plazas, and proximity to the Bow River and downtown core.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d46007c81908e0f4b590402bf58 completed April 10, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63482af8c8190b277b36371979f5e completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f636cf7d808190bf3c1c84bdaf414e completed May 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69f638050d2481909d25d5d718353cd5 completed May 2, 2026, 5:44 p.m.
Created at: April 8, 2026, 9:55 p.m.