Triple
T7356906
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Psych: The Movie |
E169648
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Andy Berman
Andy Berman is an American television writer, producer, and actor best known for his work on the comedy-drama series "Psych."
|
E689806
|
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: Andy Berman | Statement: [Psych: The Movie, writer, Andy Berman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andy Berman Context triple: [Psych: The Movie, writer, Andy Berman]
-
A.
Andy Shernoff
Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
-
B.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
C.
Steven Baigelman
Steven Baigelman is an American screenwriter and producer known for his work on biographical and crime dramas in film and television.
-
D.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
E.
Michael Leibert
Michael Leibert was an American theater director and producer best known for establishing the influential Berkeley Repertory Theatre in California.
- 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: Andy Berman Triple: [Psych: The Movie, writer, Andy Berman]
Generated description
Andy Berman is an American television writer, producer, and actor best known for his work on the comedy-drama series "Psych."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andy Berman Target entity description: Andy Berman is an American television writer, producer, and actor best known for his work on the comedy-drama series "Psych."
-
A.
Andy Shernoff
Andy Shernoff is an American musician, songwriter, and producer best known as a founding member and primary songwriter of the influential punk rock band The Dictators.
-
B.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
C.
Steven Baigelman
Steven Baigelman is an American screenwriter and producer known for his work on biographical and crime dramas in film and television.
-
D.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
E.
Michael Leibert
Michael Leibert was an American theater director and producer best known for establishing the influential Berkeley Repertory Theatre in California.
- 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_69c68a59f2288190877ca15c19b1e822 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f13a62e48190a2d1781a630aa9f0 |
completed | March 27, 2026, 9:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c911608d408190b149c7c56931a18d |
completed | March 29, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_69c911f4a0b0819099a9dbdceeeddd78 |
completed | March 29, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c912579c108190befbbfd5740bfd83 |
completed | March 29, 2026, 11:51 a.m. |
Created at: March 27, 2026, 3:06 p.m.