Triple

T12133487
Position Surface form Disambiguated ID Type / Status
Subject Performing Arts Center of Milwaukee E288991 entity
Predicate locatedIn P40 FINISHED
Object downtown Milwaukee
Downtown Milwaukee is the city’s central business and cultural district, known for its theaters, restaurants, and entertainment venues along the Milwaukee River and Lake Michigan.
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: downtown Milwaukee | Statement: [Performing Arts Center of Milwaukee, locatedIn, downtown Milwaukee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: downtown Milwaukee
Context triple: [Performing Arts Center of Milwaukee, locatedIn, downtown Milwaukee]
  • A. South Side of Milwaukee
    The South Side of Milwaukee is a historically working-class, culturally diverse area of the city known for its industrial roots, vibrant Latino communities, and distinctive neighborhoods like Walker’s Point and Bay View.
  • B. Milwaukee lakefront
    The Milwaukee lakefront is a scenic stretch along Lake Michigan in Milwaukee, Wisconsin, known for its parks, cultural attractions, and major festivals.
  • C. Madison central business district
    Madison central business district is the primary downtown commercial and civic core of Madison, Wisconsin, encompassing major retail, office, and cultural areas between the Capitol and the University of Wisconsin campus.
  • D. Milwaukee Avenue commercial district
    The Milwaukee Avenue commercial district is a central shopping and business area in Libertyville, Illinois, known for its mix of local shops, restaurants, and historic small-town streetscape.
  • E. Milwaukee Public Market
    Milwaukee Public Market is a popular indoor food hall and marketplace in Milwaukee, Wisconsin, known for its local vendors, fresh foods, and lively atmosphere.
  • 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: downtown Milwaukee
Triple: [Performing Arts Center of Milwaukee, locatedIn, downtown Milwaukee]
Generated description
Downtown Milwaukee is the city’s central business and cultural district, known for its theaters, restaurants, and entertainment venues along the Milwaukee River and Lake Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: downtown Milwaukee
Target entity description: Downtown Milwaukee is the city’s central business and cultural district, known for its theaters, restaurants, and entertainment venues along the Milwaukee River and Lake Michigan.
  • A. South Side of Milwaukee
    The South Side of Milwaukee is a historically working-class, culturally diverse area of the city known for its industrial roots, vibrant Latino communities, and distinctive neighborhoods like Walker’s Point and Bay View.
  • B. 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.
  • C. Madison central business district
    Madison central business district is the primary downtown commercial and civic core of Madison, Wisconsin, encompassing major retail, office, and cultural areas between the Capitol and the University of Wisconsin campus.
  • D. Milwaukee Avenue commercial district
    The Milwaukee Avenue commercial district is a central shopping and business area in Libertyville, Illinois, known for its mix of local shops, restaurants, and historic small-town streetscape.
  • E. Milwaukee Public Market
    Milwaukee Public Market is a popular indoor food hall and marketplace in Milwaukee, Wisconsin, known for its local vendors, fresh foods, and lively atmosphere.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158c59e0819094d4522a107482b2 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68c8ee081908a0331805f62cb0d completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f5fed2d57881908103ce89a365cdd4 completed May 2, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69f600bcaf288190b6204f985d3be638 completed May 2, 2026, 1:48 p.m.
Created at: April 8, 2026, 9:49 p.m.