Triple

T1021126
Position Surface form Disambiguated ID Type / Status
Subject Stratford Festival Theatre E22040 entity
Predicate architect P184 FINISHED
Object Robert Fairfield Associates
Robert Fairfield Associates is an architectural firm best known for designing prominent cultural venues such as the Stratford Festival Theatre in Ontario, Canada.
 E121724 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: Robert Fairfield Associates | Statement: [Stratford Festival Theatre, architect, Robert Fairfield Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Fairfield Associates
Context triple: [Stratford Festival Theatre, architect, Robert Fairfield Associates]
  • A. Foster Associates
    Foster Associates is the renowned architectural practice established by British architect Norman Foster, known for its innovative, high-tech modernist designs.
  • B. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • C. 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.
  • D. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • E. Harwood K. Smith and Partners
    Harwood K. Smith and Partners was the original architectural firm founded by Harwood K. Smith that later evolved into the global design practice now known as HKS, Inc.
  • 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: Robert Fairfield Associates
Triple: [Stratford Festival Theatre, architect, Robert Fairfield Associates]
Generated description
Robert Fairfield Associates is an architectural firm best known for designing prominent cultural venues such as the Stratford Festival Theatre in Ontario, Canada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Fairfield Associates
Target entity description: Robert Fairfield Associates is an architectural firm best known for designing prominent cultural venues such as the Stratford Festival Theatre in Ontario, Canada.
  • A. Foster Associates
    Foster Associates is the renowned architectural practice established by British architect Norman Foster, known for its innovative, high-tech modernist designs.
  • B. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • C. 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.
  • D. Morrison Hershfield
    Morrison Hershfield is a Canadian engineering firm known for providing structural and multidisciplinary engineering services on major infrastructure and building projects.
  • E. Harwood K. Smith and Partners
    Harwood K. Smith and Partners was the original architectural firm founded by Harwood K. Smith that later evolved into the global design practice now known as HKS, Inc.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dd76b081909ed4d2f7adb6480d completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.