Triple

T7611029
Position Surface form Disambiguated ID Type / Status
Subject The Marlowe Theatre E172235 entity
Predicate architect P184 FINISHED
Object Keith Williams Architects
Keith Williams Architects is a British architectural practice known for its contemporary cultural and public buildings, including major theatre and arts venue designs.
E676553 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: Keith Williams Architects | Statement: [The Marlowe Theatre, architect, Keith Williams Architects]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keith Williams Architects
Context triple: [The Marlowe Theatre, architect, Keith Williams Architects]
  • A. Ian Ritchie Architects
    Ian Ritchie Architects is a British architectural practice known for its innovative, high-tech designs and prominent public projects in the UK and internationally.
  • B. Brown and Storey Architects
    Brown and Storey Architects is a Canadian architectural firm known for innovative urban design projects in Toronto, including prominent public spaces.
  • C. Cooper-Lecky Architects
    Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
  • D. Scott Tallon Walker Architects
    Scott Tallon Walker Architects is an Irish architectural firm renowned for its modernist designs and major public and commercial projects, including prominent sports and cultural venues.
  • E. Howlett and Bailey Architects
    Howlett and Bailey Architects is an Australian architectural firm best known for designing the modernist Perth Concert Hall in Western Australia.
  • 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: Keith Williams Architects
Triple: [The Marlowe Theatre, architect, Keith Williams Architects]
Generated description
Keith Williams Architects is a British architectural practice known for its contemporary cultural and public buildings, including major theatre and arts venue designs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keith Williams Architects
Target entity description: Keith Williams Architects is a British architectural practice known for its contemporary cultural and public buildings, including major theatre and arts venue designs.
  • A. Ian Ritchie Architects
    Ian Ritchie Architects is a British architectural practice known for its innovative, high-tech designs and prominent public projects in the UK and internationally.
  • B. Brown and Storey Architects
    Brown and Storey Architects is a Canadian architectural firm known for innovative urban design projects in Toronto, including prominent public spaces.
  • C. Cooper-Lecky Architects
    Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
  • D. Scott Tallon Walker Architects
    Scott Tallon Walker Architects is an Irish architectural firm renowned for its modernist designs and major public and commercial projects, including prominent sports and cultural venues.
  • E. Howlett and Bailey Architects
    Howlett and Bailey Architects is an Australian architectural firm best known for designing the modernist Perth Concert Hall in Western Australia.
  • 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_69c6994f50808190ba228764bb422417 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa221c848190b892ba1caec8d83a completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c868645f8081909439f63df3184628 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c868edf84c8190a6fefce18fc606e1 completed March 28, 2026, 11:49 p.m.
NED2 Entity disambiguation (via description) batch_69c869c54ad08190ba42231080d0e9f3 completed March 28, 2026, 11:52 p.m.
Created at: March 27, 2026, 3:55 p.m.