Triple

T16517520
Position Surface form Disambiguated ID Type / Status
Subject Royal Manitoba Theatre Centre E401222 entity
Predicate foundedBy P104 FINISHED
Object John Hirsch
John Hirsch was a prominent Hungarian-Canadian theatre director and producer who became a leading figure in Canadian theatre.
 E1326252 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: John Hirsch | Statement: [Royal Manitoba Theatre Centre, foundedBy, John Hirsch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hirsch
Context triple: [Royal Manitoba Theatre Centre, foundedBy, John Hirsch]
  • A. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • B. John Harkins
    John Harkins was an American character actor known for his numerous supporting roles in film and television from the 1960s through the 1990s.
  • C. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • D. John Hufnagel
    John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
  • E. Jack L. Murray
    Jack L. Murray is a film producer best known for his work on the 2009 horror remake "My Bloody Valentine 3D."
  • 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: John Hirsch
Triple: [Royal Manitoba Theatre Centre, foundedBy, John Hirsch]
Generated description
John Hirsch was a prominent Hungarian-Canadian theatre director and producer who became a leading figure in Canadian theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hirsch
Target entity description: John Hirsch was a prominent Hungarian-Canadian theatre director and producer who became a leading figure in Canadian theatre.
  • A. John Hembree
    John Hembree is a musician best known for briefly serving as a bassist for the American rock band Paramore.
  • B. John Harkins
    John Harkins was an American character actor known for his numerous supporting roles in film and television from the 1960s through the 1990s.
  • C. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • D. John Hufnagel
    John Hufnagel is a prominent Canadian Football League coach and executive best known for leading the Calgary Stampeders to multiple Grey Cup championships.
  • E. Jack L. Murray
    Jack L. Murray is a film producer best known for his work on the 2009 horror remake "My Bloody Valentine 3D."
  • 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_69d883838abc8190bc79cb2d41733ce2 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e32e7da2248190a540a5ef8686963d completed April 18, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a043f0c431881909dc033b16cee1634 completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a04407a51608190ba78d2c5337dd13f completed May 13, 2026, 9:12 a.m.
NED2 Entity disambiguation (via description) batch_6a04412ce3d481909044236be107de8d completed May 13, 2026, 9:15 a.m.
Created at: April 10, 2026, 5:14 a.m.