Triple

T379688
Position Surface form Disambiguated ID Type / Status
Subject Casablanca E8651 entity
Predicate director P255 FINISHED
Object Michael Curtiz
Michael Curtiz was a Hungarian-American film director best known for helming classic Hollywood films such as "Casablanca."
E48302 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: Michael Curtiz | Statement: [Casablanca, director, Michael Curtiz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Curtiz
Context triple: [Casablanca, director, Michael Curtiz]
  • A. 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.
  • B. Vincente Minnelli
    Vincente Minnelli was an American film director best known for his visually distinctive and influential Hollywood musicals, including classics like "An American in Paris" and "Gigi."
  • C. Valentine Fleming
    Valentine Fleming was a British Conservative politician and World War I officer whose death in action left a lasting impact on his family, including his son, author Ian Fleming.
  • D. Victor Fleming
    Victor Fleming was an American film director best known for directing the classic movies "The Wizard of Oz" and "Gone with the Wind."
  • E. Raoul Walsh
    Raoul Walsh was a prolific American film director and actor known for his influential work in early Hollywood cinema, particularly in action, adventure, and crime films.
  • 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: Michael Curtiz
Triple: [Casablanca, director, Michael Curtiz]
Generated description
Michael Curtiz was a Hungarian-American film director best known for helming classic Hollywood films such as "Casablanca."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Curtiz
Target entity description: Michael Curtiz was a Hungarian-American film director best known for helming classic Hollywood films such as "Casablanca."
  • A. 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.
  • B. Vincente Minnelli
    Vincente Minnelli was an American film director best known for his visually distinctive and influential Hollywood musicals, including classics like "An American in Paris" and "Gigi."
  • C. Valentine Fleming
    Valentine Fleming was a British Conservative politician and World War I officer whose death in action left a lasting impact on his family, including his son, author Ian Fleming.
  • D. Victor Fleming
    Victor Fleming was an American film director best known for directing the classic movies "The Wizard of Oz" and "Gone with the Wind."
  • E. Raoul Walsh
    Raoul Walsh was a prolific American film director and actor known for his influential work in early Hollywood cinema, particularly in action, adventure, and crime films.
  • 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_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec2b07248190979229bad3a741c9 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fafe091881908fdf8ddbb6b8a7e6 completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fba8a31881909a32dca83c07e197 completed March 1, 2026, 8:41 a.m.
NED2 Entity disambiguation (via description) batch_69a3fc96cbd88190b05e70c73cbb45c0 completed March 1, 2026, 8:45 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.