Triple

T1119134
Position Surface form Disambiguated ID Type / Status
Subject Art Gallery of Ontario E11168 entity
Predicate hasArchitect P184 FINISHED
Object KPMB Architects
KPMB Architects is a prominent Canadian architecture firm known for its innovative cultural, institutional, and urban design projects.
 E132273 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: KPMB Architects | Statement: [Art Gallery of Ontario, hasArchitect, KPMB Architects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KPMB Architects
Context triple: [Art Gallery of Ontario, hasArchitect, KPMB Architects]
  • A. HBRA Architects
    HBRA Architects is a Chicago-based architecture firm known for designing prominent cultural and institutional buildings, including major performing arts venues.
  • B. Diamond and Schmitt Architects
    Diamond and Schmitt Architects is a Canadian architecture firm known for designing major institutional and cultural buildings, including prominent university and research facilities.
  • C. Krueck + Sexton Architects
    Krueck + Sexton Architects is a Chicago-based architecture firm known for its modernist, glass-intensive designs and high-profile public projects.
  • D. I. M. Pei & Associates
    I. M. Pei & Associates was the architectural firm established by renowned modernist architect I. M. Pei, known for its influential contemporary building designs.
  • E. Gwathmey Siegel & Associates Architects
    Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
  • 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: KPMB Architects
Triple: [Art Gallery of Ontario, hasArchitect, KPMB Architects]
Generated description
KPMB Architects is a prominent Canadian architecture firm known for its innovative cultural, institutional, and urban design projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KPMB Architects
Target entity description: KPMB Architects is a prominent Canadian architecture firm known for its innovative cultural, institutional, and urban design projects.
  • A. HBRA Architects
    HBRA Architects is a Chicago-based architecture firm known for designing prominent cultural and institutional buildings, including major performing arts venues.
  • B. Diamond and Schmitt Architects
    Diamond and Schmitt Architects is a Canadian architecture firm known for designing major institutional and cultural buildings, including prominent university and research facilities.
  • C. Krueck + Sexton Architects
    Krueck + Sexton Architects is a Chicago-based architecture firm known for its modernist, glass-intensive designs and high-profile public projects.
  • D. I. M. Pei & Associates
    I. M. Pei & Associates was the architectural firm established by renowned modernist architect I. M. Pei, known for its influential contemporary building designs.
  • E. Gwathmey Siegel & Associates Architects
    Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
  • 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_69a493252a648190ac48f8742474a5e8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4bbbb6ac481909c331a5eea7a5b38 completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eab1e6481908c175e175ae4743a completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f6ced108190bf635a0d8b3b22a5 completed March 7, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac5feabffc819082f5d28f9628558f completed March 7, 2026, 5:27 p.m.
Created at: March 1, 2026, 7:43 p.m.