Triple

T12418522
Position Surface form Disambiguated ID Type / Status
Subject Village of Whitefish Bay E296702 entity
Predicate locatedIn P40 FINISHED
Object North Shore of Milwaukee
The North Shore of Milwaukee is an affluent suburban area along Lake Michigan just north of Milwaukee, known for its upscale residential communities, strong schools, and vibrant local amenities.
E981467 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: North Shore of Milwaukee | Statement: [Village of Whitefish Bay, locatedIn, North Shore of Milwaukee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Shore of Milwaukee
Context triple: [Village of Whitefish Bay, locatedIn, North Shore of Milwaukee]
  • A. Milwaukee lakefront
    The Milwaukee lakefront is a scenic stretch along Lake Michigan in Milwaukee, Wisconsin, known for its parks, cultural attractions, and major festivals.
  • B. Bay View, Milwaukee
    Bay View, Milwaukee is a historic, lakefront neighborhood on Milwaukee’s south side known for its vibrant arts scene, walkable streets, and strong sense of community.
  • C. Shorewood, Wisconsin
    Shorewood, Wisconsin is a suburban village just north of Milwaukee known for its walkable residential neighborhoods, historic homes, and access to Lake Michigan.
  • D. Whitefish Bay
    Whitefish Bay is a suburban village in Milwaukee County, Wisconsin, known for its residential character, lakefront location on Lake Michigan, and proximity to the city of Milwaukee.
  • E. Whitefish Bay
    Whitefish Bay is a large, scenic bay on the eastern end of Lake Superior in Michigan’s Upper Peninsula, known for its maritime history, shipping traffic, and natural beauty.
  • 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: North Shore of Milwaukee
Triple: [Village of Whitefish Bay, locatedIn, North Shore of Milwaukee]
Generated description
The North Shore of Milwaukee is an affluent suburban area along Lake Michigan just north of Milwaukee, known for its upscale residential communities, strong schools, and vibrant local amenities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Shore of Milwaukee
Target entity description: The North Shore of Milwaukee is an affluent suburban area along Lake Michigan just north of Milwaukee, known for its upscale residential communities, strong schools, and vibrant local amenities.
  • A. Milwaukee lakefront
    The Milwaukee lakefront is a scenic stretch along Lake Michigan in Milwaukee, Wisconsin, known for its parks, cultural attractions, and major festivals.
  • B. Bay View, Milwaukee
    Bay View, Milwaukee is a historic, lakefront neighborhood on Milwaukee’s south side known for its vibrant arts scene, walkable streets, and strong sense of community.
  • C. Shorewood, Wisconsin
    Shorewood, Wisconsin is a suburban village just north of Milwaukee known for its walkable residential neighborhoods, historic homes, and access to Lake Michigan.
  • D. Whitefish Bay
    Whitefish Bay is a suburban village in Milwaukee County, Wisconsin, known for its residential character, lakefront location on Lake Michigan, and proximity to the city of Milwaukee.
  • E. Whitefish Bay
    Whitefish Bay is a large, scenic bay on the eastern end of Lake Superior in Michigan’s Upper Peninsula, known for its maritime history, shipping traffic, and natural beauty.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6efd748190a5d9396a343e41e1 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f634933b9881909fd592ede7c3e49c completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356c21908190b34d1324da8f8052 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f63697d5b8819094728df472eb1914 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.