Triple

T5476147
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Repertory Theatre E122958 entity
Predicate managingDirector P2962 FINISHED
Object Tom Parrish
Tom Parrish is a theatre executive and arts leader who serves as the managing director of the Berkeley Repertory Theatre.
E525653 NE FINISHED

How this triple was built (5 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: Tom Parrish | Statement: [Berkeley Repertory Theatre, managingDirector, Tom Parrish]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Parrish
Context triple: [Berkeley Repertory Theatre, managingDirector, Tom Parrish]
  • A. Tom Lofaro
    Tom Lofaro is a television producer best known for his executive production work on the long-running comedy series "It's Always Sunny in Philadelphia."
  • B. Scott Pascucci
    Scott Pascucci is a film and music executive and producer known for his work on major music documentaries, including projects related to The Beatles.
  • C. Don Saleski
    Don Saleski is a former NHL right winger best known for his gritty, physical play with the Philadelphia Flyers during their 1970s "Broad Street Bullies" era.
  • D. Michael Tapper
    Michael Tapper is an American drummer best known for his work in indie and experimental rock bands, including his tenure with the group Grizzly Bear.
  • E. Tony Puryear
    Tony Puryear is an American screenwriter best known for co-writing the 1996 action film "Eraser" starring Arnold Schwarzenegger.
  • 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: Tom Parrish
Triple: [Berkeley Repertory Theatre, managingDirector, Tom Parrish]
Generated description
Tom Parrish is a theatre executive and arts leader who serves as the managing director of the Berkeley Repertory Theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Parrish
Target entity description: Tom Parrish is a theatre executive and arts leader who serves as the managing director of the Berkeley Repertory Theatre.
  • A. Tom Lofaro
    Tom Lofaro is a television producer best known for his executive production work on the long-running comedy series "It's Always Sunny in Philadelphia."
  • B. Scott Pascucci
    Scott Pascucci is a film and music executive and producer known for his work on major music documentaries, including projects related to The Beatles.
  • C. Don Saleski
    Don Saleski is a former NHL right winger best known for his gritty, physical play with the Philadelphia Flyers during their 1970s "Broad Street Bullies" era.
  • D. Michael Tapper
    Michael Tapper is an American drummer best known for his work in indie and experimental rock bands, including his tenure with the group Grizzly Bear.
  • E. Tony Puryear
    Tony Puryear is an American screenwriter best known for co-writing the 1996 action film "Eraser" starring Arnold Schwarzenegger.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: managingDirector
Context triple: [Berkeley Repertory Theatre, managingDirector, Tom Parrish]
  • A. generalDirector
    Indicates that one entity serves as the general director (top executive or chief manager) of another entity, such as an organization or project.
  • B. manager chosen
    Indicates that one entity holds a supervisory or administrative role with authority and responsibility over another entity.
  • C. directorGeneralStart
    Indicates the date or point in time when an individual begins serving as a director general of an organization or entity.
  • D. foundingDirector
    Indicates that one entity is the original director who established or helped establish the other entity (such as an organization, project, or institution).
  • E. commercialDirector
    Indicates that one entity serves as the commercial director (responsible for business and commercial operations) of another entity.
  • F. None of above.

Provenance (6 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd923639bc81909a83dd4fcaa8c636 completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf953937fc8190a865ada04abb43c2 completed March 22, 2026, 7:07 a.m.
NEDg Description generation batch_69bf95add0788190b37eba3ff73d64da completed March 22, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69bf95f854208190a408dff43e760cab completed March 22, 2026, 7:10 a.m.
PD Predicate disambiguation batch_69bd91a58c448190904964a439045e05 completed March 20, 2026, 6:27 p.m.
Created at: March 20, 2026, 2:09 p.m.