Triple
T9473491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Yorkey |
E228451
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
The BMI Lehman Engel Musical Theatre Workshop
The BMI Lehman Engel Musical Theatre Workshop is a renowned New York–based training program and creative laboratory for emerging and established musical theatre composers, lyricists, and librettists.
|
E801421
|
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: The BMI Lehman Engel Musical Theatre Workshop | Statement: [Brian Yorkey, memberOf, The BMI Lehman Engel Musical Theatre Workshop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The BMI Lehman Engel Musical Theatre Workshop Context triple: [Brian Yorkey, memberOf, The BMI Lehman Engel Musical Theatre Workshop]
-
A.
Spotlighters Theatre
Spotlighters Theatre is an intimate, long-running community theater in Baltimore known for its small in-the-round stage and diverse lineup of plays and musicals.
-
B.
Masterworks Broadway
Masterworks Broadway is a record label and imprint of Sony Music that specializes in producing and releasing original Broadway cast recordings and other musical theatre albums.
-
C.
Zimbalist
Zimbalist is a surname most prominently associated with American actor Efrem Zimbalist Jr. and his family of performers.
-
D.
On Broadway
"On Broadway" is a jazz-infused cover of the classic song popularized by George Benson, known for its virtuosic guitar work and smooth vocal style.
-
E.
Rehearsal on Stage
Rehearsal on Stage is an 1874 pastel by Edgar Degas depicting ballet dancers practicing in a theater setting, exemplifying his focus on behind-the-scenes moments of performance.
- 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: The BMI Lehman Engel Musical Theatre Workshop Triple: [Brian Yorkey, memberOf, The BMI Lehman Engel Musical Theatre Workshop]
Generated description
The BMI Lehman Engel Musical Theatre Workshop is a renowned New York–based training program and creative laboratory for emerging and established musical theatre composers, lyricists, and librettists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The BMI Lehman Engel Musical Theatre Workshop Target entity description: The BMI Lehman Engel Musical Theatre Workshop is a renowned New York–based training program and creative laboratory for emerging and established musical theatre composers, lyricists, and librettists.
-
A.
Spotlighters Theatre
Spotlighters Theatre is an intimate, long-running community theater in Baltimore known for its small in-the-round stage and diverse lineup of plays and musicals.
-
B.
Masterworks Broadway
Masterworks Broadway is a record label and imprint of Sony Music that specializes in producing and releasing original Broadway cast recordings and other musical theatre albums.
-
C.
Zimbalist
Zimbalist is a surname most prominently associated with American actor Efrem Zimbalist Jr. and his family of performers.
-
D.
On Broadway
"On Broadway" is a jazz-infused cover of the classic song popularized by George Benson, known for its virtuosic guitar work and smooth vocal style.
-
E.
Rehearsal on Stage
Rehearsal on Stage is an 1874 pastel by Edgar Degas depicting ballet dancers practicing in a theater setting, exemplifying his focus on behind-the-scenes moments of performance.
- 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_69ca847162c48190b079076c9595513c |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7ff0afd08190871b68a88fdbff2b |
completed | April 1, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d122d625fc8190b8222930449ad3da |
completed | April 4, 2026, 2:40 p.m. |
| NEDg | Description generation | batch_69d12395841c8190857de8a50ab6345c |
completed | April 4, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1275bcbd88190a5742a9cf802425a |
completed | April 4, 2026, 2:59 p.m. |
Created at: March 30, 2026, 7:54 p.m.