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.