Triple
T5317623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Decoy Bride |
E121589
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Robert Bernstein
Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."
|
E527398
|
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: Robert Bernstein | Statement: [The Decoy Bride, producer, Robert Bernstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Bernstein Context triple: [The Decoy Bride, producer, Robert Bernstein]
-
A.
Robert L. Bernstein
Robert L. Bernstein was an American publisher and human rights advocate best known for leading Random House and founding the influential watchdog organization Human Rights Watch.
-
B.
Donald Rosenfeld
Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
-
C.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
D.
Louis Bernstein
Louis Bernstein is the birth name of Leonard Bernstein, the renowned American composer, conductor, and pianist.
-
E.
Stanley Shapiro
Stanley Shapiro was an American screenwriter best known for his sharp comedic scripts in mid-20th-century Hollywood, including several hit romantic comedies.
- 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: Robert Bernstein Triple: [The Decoy Bride, producer, Robert Bernstein]
Generated description
Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Bernstein Target entity description: Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."
-
A.
Robert L. Bernstein
Robert L. Bernstein was an American publisher and human rights advocate best known for leading Random House and founding the influential watchdog organization Human Rights Watch.
-
B.
Donald Rosenfeld
Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
-
C.
Michael Berman
Michael Berman is a writer and contributor known for his work published in George magazine.
-
D.
Louis Bernstein
Louis Bernstein is the birth name of Leonard Bernstein, the renowned American composer, conductor, and pianist.
-
E.
Stanley Shapiro
Stanley Shapiro was an American screenwriter best known for his sharp comedic scripts in mid-20th-century Hollywood, including several hit romantic comedies.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd855269ac8190bb7a9248d04f1823 |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfe61a2cd8819089ea67309d284be4 |
completed | March 22, 2026, 12:52 p.m. |
| NEDg | Description generation | batch_69bfe686b99881908bb9a952d5c120c9 |
completed | March 22, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfe6e8d18c8190a676e59cd16d6b12 |
completed | March 22, 2026, 12:56 p.m. |
Created at: March 20, 2026, 1:59 p.m.