Triple
T2308255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Magnificent Seven (1960 film) |
E51891
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Walter Bernstein
Walter Bernstein was an American screenwriter and journalist known for his work in film and television and for being blacklisted during the McCarthy era.
|
E268278
|
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: Walter Bernstein | Statement: [The Magnificent Seven (1960 film), screenwriter, Walter Bernstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walter Bernstein Context triple: [The Magnificent Seven (1960 film), screenwriter, Walter Bernstein]
-
A.
Fritz Bernstein
Fritz Bernstein was a Zionist economist and Israeli politician who served as a member of Israel’s pre-state legislature and later as Minister of Trade and Industry.
-
B.
Louis Bernstein
Louis Bernstein is the birth name of Leonard Bernstein, the renowned American composer, conductor, and pianist.
-
C.
Lowell Bergman
Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
-
D.
Leonard Rosenman
Leonard Rosenman was an American composer best known for his innovative, modernist film and television scores in the 1950s and beyond.
-
E.
Charles Schoenbaum
Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
- 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: Walter Bernstein Triple: [The Magnificent Seven (1960 film), screenwriter, Walter Bernstein]
Generated description
Walter Bernstein was an American screenwriter and journalist known for his work in film and television and for being blacklisted during the McCarthy era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walter Bernstein Target entity description: Walter Bernstein was an American screenwriter and journalist known for his work in film and television and for being blacklisted during the McCarthy era.
-
A.
Fritz Bernstein
Fritz Bernstein was a Zionist economist and Israeli politician who served as a member of Israel’s pre-state legislature and later as Minister of Trade and Industry.
-
B.
Louis Bernstein
Louis Bernstein is the birth name of Leonard Bernstein, the renowned American composer, conductor, and pianist.
-
C.
Lowell Bergman
Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
-
D.
Leonard Rosenman
Leonard Rosenman was an American composer best known for his innovative, modernist film and television scores in the 1950s and beyond.
-
E.
Charles Schoenbaum
Charles Schoenbaum was an American cinematographer known for his work on numerous Hollywood films during the mid-20th century.
- 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_69a88b0bb30c81908ded03b006d29387 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc605cf808190a326e6c78e3f9166 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef08a105081908455f482c6b2a880 |
completed | March 9, 2026, 4:08 p.m. |
| NEDg | Description generation | batch_69aef8380d24819092b6502117a8ed42 |
completed | March 9, 2026, 4:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef936b86c81908573ea73314fe6a9 |
completed | March 9, 2026, 4:45 p.m. |
Created at: March 4, 2026, 7:49 p.m.