Triple

T12422824
Position Surface form Disambiguated ID Type / Status
Subject Milwaukee County Parks E296818 entity
Predicate hasPart P35 FINISHED
Object Milwaukee County beaches
Milwaukee County beaches are a collection of public swimming and recreation areas along the Lake Michigan shoreline and inland waters within Milwaukee County, Wisconsin.
E924443 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: Milwaukee County beaches | Statement: [Milwaukee County Parks, hasPart, Milwaukee County beaches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milwaukee County beaches
Context triple: [Milwaukee County Parks, hasPart, Milwaukee County beaches]
  • A. Williams Bay Beach
    Williams Bay Beach is a public swimming and recreation area on the shore of Geneva Lake in Williams Bay, Wisconsin.
  • B. Waukegan Municipal Beach
    Waukegan Municipal Beach is a public recreational beach on Lake Michigan in Waukegan, Illinois, offering shoreline access, swimming, and outdoor activities.
  • C. Warren Dunes State Park beach
    Warren Dunes State Park beach is a popular Lake Michigan destination in southwestern Michigan known for its expansive sandy shoreline, towering dunes, and opportunities for swimming, hiking, and scenic views.
  • D. Milwaukee lakefront
    The Milwaukee lakefront is a scenic stretch along Lake Michigan in Milwaukee, Wisconsin, known for its parks, cultural attractions, and major festivals.
  • E. St. Clair Beach
    St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
  • 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: Milwaukee County beaches
Triple: [Milwaukee County Parks, hasPart, Milwaukee County beaches]
Generated description
Milwaukee County beaches are a collection of public swimming and recreation areas along the Lake Michigan shoreline and inland waters within Milwaukee County, Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milwaukee County beaches
Target entity description: Milwaukee County beaches are a collection of public swimming and recreation areas along the Lake Michigan shoreline and inland waters within Milwaukee County, Wisconsin.
  • A. Williams Bay Beach
    Williams Bay Beach is a public swimming and recreation area on the shore of Geneva Lake in Williams Bay, Wisconsin.
  • B. Waukegan Municipal Beach
    Waukegan Municipal Beach is a public recreational beach on Lake Michigan in Waukegan, Illinois, offering shoreline access, swimming, and outdoor activities.
  • C. Warren Dunes State Park beach
    Warren Dunes State Park beach is a popular Lake Michigan destination in southwestern Michigan known for its expansive sandy shoreline, towering dunes, and opportunities for swimming, hiking, and scenic views.
  • D. Milwaukee lakefront chosen
    The Milwaukee lakefront is a scenic stretch along Lake Michigan in Milwaukee, Wisconsin, known for its parks, cultural attractions, and major festivals.
  • E. St. Clair Beach
    St. Clair Beach is a residential lakeside neighbourhood in Tecumseh, Ontario, known for its waterfront setting and proximity to recreational amenities.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d702b1481909db5f5bed6292ce0 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349552fc81909fe73dea082e3a25 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_69f63693f5c881909a9683a0c6a68739 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.