Triple

T5101662
Position Surface form Disambiguated ID Type / Status
Subject The Audience E114992 entity
Predicate producer P490 FINISHED
Object Matthew Byam Shaw
Matthew Byam Shaw is a prominent British theatre producer known for his work on major West End and international stage productions.
 E494475 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: Matthew Byam Shaw | Statement: [The Audience, producer, Matthew Byam Shaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matthew Byam Shaw
Context triple: [The Audience, producer, Matthew Byam Shaw]
  • A. John Bowes Morrell
    John Bowes Morrell was a prominent English historian, author, and civic leader from York who played a key role in the founding and development of the University of York.
  • B. Anthony Pullen Shaw
    Anthony Pullen Shaw is a British actor and television director, best known for directing numerous episodes of the series "Murder, She Wrote."
  • C. Philip Sherrard
    Philip Sherrard was a British scholar, theologian, and translator best known for his influential English translations of Eastern Orthodox spiritual and theological texts.
  • D. Richard Church
    Richard Church is a notable individual who bears the surname Church, recognized for his contributions in his respective field.
  • E. Edward Blount
    Edward Blount was a prominent early 17th-century London stationer and publisher best known for co-publishing Shakespeare’s First Folio.
  • 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: Matthew Byam Shaw
Triple: [The Audience, producer, Matthew Byam Shaw]
Generated description
Matthew Byam Shaw is a prominent British theatre producer known for his work on major West End and international stage productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matthew Byam Shaw
Target entity description: Matthew Byam Shaw is a prominent British theatre producer known for his work on major West End and international stage productions.
  • A. John Bowes Morrell
    John Bowes Morrell was a prominent English historian, author, and civic leader from York who played a key role in the founding and development of the University of York.
  • B. Anthony Pullen Shaw
    Anthony Pullen Shaw is a British actor and television director, best known for directing numerous episodes of the series "Murder, She Wrote."
  • C. Philip Sherrard
    Philip Sherrard was a British scholar, theologian, and translator best known for his influential English translations of Eastern Orthodox spiritual and theological texts.
  • D. Richard Church
    Richard Church is a notable individual who bears the surname Church, recognized for his contributions in his respective field.
  • E. Edward Blount
    Edward Blount was a prominent early 17th-century London stationer and publisher best known for co-publishing Shakespeare’s First Folio.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7584ed408190a6d1086588f24faa completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba8d24388190882b9933a2a798c4 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebbe7e8e081909814e97001f8cf89 completed March 21, 2026, 3:40 p.m.
NED2 Entity disambiguation (via description) batch_69bebd33f25c8190a5d9b78ef71847e3 completed March 21, 2026, 3:45 p.m.
Created at: March 20, 2026, 1:40 p.m.