Triple

T15037698
Position Surface form Disambiguated ID Type / Status
Subject Scotia Plaza E378518 entity
Predicate developer P73 FINISHED
Object WZMH Architects
WZMH Architects is a Canadian architecture firm known for designing prominent commercial and mixed-use buildings, including major skyscrapers in Toronto.
 E1132756 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: WZMH Architects | Statement: [Scotia Plaza, developer, WZMH Architects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WZMH Architects
Context triple: [Scotia Plaza, developer, WZMH Architects]
  • A. RHWL Architects
    RHWL Architects is a British architectural firm known for designing major cultural and public buildings, including the Qatar National Convention Centre.
  • B. Mitchell & Stout Architects
    Mitchell & Stout Architects is a New Zealand architectural practice known for its innovative, context-sensitive public and cultural buildings.
  • C. MNK Architects
    MNK Architects is an architectural firm recognized for its role in designing major projects such as Southwest University Park.
  • D. Kallmann McKinnell & Wood Architects
    Kallmann McKinnell & Wood Architects is an American architectural firm known for its modernist and institutional designs, including prominent cultural and civic buildings.
  • E. Zeidler Partnership Architects
    Zeidler Partnership Architects is an international architecture firm known for designing prominent commercial and cultural buildings, including major skyscrapers in North America and Latin America.
  • 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: WZMH Architects
Triple: [Scotia Plaza, developer, WZMH Architects]
Generated description
WZMH Architects is a Canadian architecture firm known for designing prominent commercial and mixed-use buildings, including major skyscrapers in Toronto.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: WZMH Architects
Target entity description: WZMH Architects is a Canadian architecture firm known for designing prominent commercial and mixed-use buildings, including major skyscrapers in Toronto.
  • A. RHWL Architects
    RHWL Architects is a British architectural firm known for designing major cultural and public buildings, including the Qatar National Convention Centre.
  • B. Mitchell & Stout Architects
    Mitchell & Stout Architects is a New Zealand architectural practice known for its innovative, context-sensitive public and cultural buildings.
  • C. MNK Architects
    MNK Architects is an architectural firm recognized for its role in designing major projects such as Southwest University Park.
  • D. Kallmann McKinnell & Wood Architects
    Kallmann McKinnell & Wood Architects is an American architectural firm known for its modernist and institutional designs, including prominent cultural and civic buildings.
  • E. Zeidler Partnership Architects
    Zeidler Partnership Architects is an international architecture firm known for designing prominent commercial and cultural buildings, including major skyscrapers in North America and Latin America.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded82cf3848190b0b2b6c9e65bc70b completed April 15, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9ddfc13481909333690016650410 completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fe9e7e12488190972b383d66a2651e completed May 9, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69fe9f0dd1ac8190a802e9b388b9c770 completed May 9, 2026, 2:42 a.m.
Created at: April 10, 2026, 2:59 a.m.