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.