Triple
T173221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Tender Trap |
E3521
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Julius J. Epstein
Julius J. Epstein was an American screenwriter best known for co-writing the classic film "Casablanca" and numerous other successful Hollywood screenplays.
|
E26773
|
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: Julius J. Epstein | Statement: [The Tender Trap, screenwriter, Julius J. Epstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julius J. Epstein Context triple: [The Tender Trap, screenwriter, Julius J. Epstein]
-
A.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
-
B.
Joseph L. Mankiewicz
Joseph L. Mankiewicz was an acclaimed American screenwriter, producer, and director known for his sophisticated, dialogue-driven films and multiple Academy Awards, including those for writing and directing.
-
C.
Darryl F. Zanuck
Darryl F. Zanuck was a prominent American film producer and studio executive, best known as a co-founder of 20th Century Fox and a key figure in Hollywood’s Golden Age.
-
D.
Rance Howard
Rance Howard was an American character actor known for his extensive work in film and television and as the patriarch of the Howard acting and directing family.
-
E.
Rouben Mamoulian
Rouben Mamoulian was an influential Armenian-American film and theatre director known for his innovative staging and cinematic techniques in early sound films and landmark Broadway musicals.
- 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: Julius J. Epstein Triple: [The Tender Trap, screenwriter, Julius J. Epstein]
Generated description
Julius J. Epstein was an American screenwriter best known for co-writing the classic film "Casablanca" and numerous other successful Hollywood screenplays.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julius J. Epstein Target entity description: Julius J. Epstein was an American screenwriter best known for co-writing the classic film "Casablanca" and numerous other successful Hollywood screenplays.
-
A.
Frank Mankiewicz
Frank Mankiewicz was an American journalist, political strategist, and public relations executive best known for his prominent roles in Democratic politics and media, including serving as president of National Public Radio.
-
B.
Joseph L. Mankiewicz
Joseph L. Mankiewicz was an acclaimed American screenwriter, producer, and director known for his sophisticated, dialogue-driven films and multiple Academy Awards, including those for writing and directing.
-
C.
Darryl F. Zanuck
Darryl F. Zanuck was a prominent American film producer and studio executive, best known as a co-founder of 20th Century Fox and a key figure in Hollywood’s Golden Age.
-
D.
Rance Howard
Rance Howard was an American character actor known for his extensive work in film and television and as the patriarch of the Howard acting and directing family.
-
E.
Rouben Mamoulian
Rouben Mamoulian was an influential Armenian-American film and theatre director known for his innovative staging and cinematic techniques in early sound films and landmark Broadway musicals.
- 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_69a25374990081909766d30c79a18e0e |
completed | Feb. 28, 2026, 2:31 a.m. |
| NER | Named-entity recognition | batch_69a258e1ec008190a89dd452f72574f4 |
completed | Feb. 28, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a332c5dd9c8190af9debeb3fae0ff0 |
completed | Feb. 28, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69a33326c71c81908c02320901915ce3 |
completed | Feb. 28, 2026, 6:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3338948808190b6fd60524c721fd5 |
completed | Feb. 28, 2026, 6:27 p.m. |
Created at: Feb. 28, 2026, 2:39 a.m.