Triple

T1336791
Position Surface form Disambiguated ID Type / Status
Subject Wyly Theatre E28769 entity
Predicate structuralEngineer P616 FINISHED
Object Magnusson Klemencic Associates
Magnusson Klemencic Associates is a prominent structural and civil engineering firm known for its innovative design of complex buildings and performance venues worldwide.
E157459 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: Magnusson Klemencic Associates | Statement: [Wyly Theatre, structuralEngineer, Magnusson Klemencic Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Magnusson Klemencic Associates
Context triple: [Wyly Theatre, structuralEngineer, Magnusson Klemencic Associates]
  • A. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • B. Thornton Tomasetti
    Thornton Tomasetti is a global engineering firm renowned for its innovative structural design and consulting work on landmark skyscrapers and complex buildings worldwide.
  • C. 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.
  • D. Hardy Holzman Pfeiffer Associates
    Hardy Holzman Pfeiffer Associates was a prominent American architecture firm known for its innovative cultural and public buildings, including major library and performing arts projects.
  • E. William Rawn Associates
    William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
  • 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: Magnusson Klemencic Associates
Triple: [Wyly Theatre, structuralEngineer, Magnusson Klemencic Associates]
Generated description
Magnusson Klemencic Associates is a prominent structural and civil engineering firm known for its innovative design of complex buildings and performance venues worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Magnusson Klemencic Associates
Target entity description: Magnusson Klemencic Associates is a prominent structural and civil engineering firm known for its innovative design of complex buildings and performance venues worldwide.
  • A. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • B. Thornton Tomasetti
    Thornton Tomasetti is a global engineering firm renowned for its innovative structural design and consulting work on landmark skyscrapers and complex buildings worldwide.
  • C. 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.
  • D. Hardy Holzman Pfeiffer Associates
    Hardy Holzman Pfeiffer Associates was a prominent American architecture firm known for its innovative cultural and public buildings, including major library and performing arts projects.
  • E. William Rawn Associates
    William Rawn Associates is a prominent American architecture firm known for designing acclaimed cultural and educational buildings, including major performance halls and university facilities.
  • 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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1edda1c81909a1149b254b0d57e completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd47654288190851579e84c36ceac completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd5565424819080bc515c8b0a4f03 completed March 8, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_69acd5cce03c819089dea56f3a9f32fa completed March 8, 2026, 1:50 a.m.
Created at: March 1, 2026, 7:55 p.m.