Triple

T379698
Position Surface form Disambiguated ID Type / Status
Subject Casablanca E8651 entity
Predicate starring P1507 FINISHED
Object Paul Henreid
Paul Henreid was an Austrian-born actor and director best known for his role as resistance leader Victor Laszlo in the classic film "Casablanca."
E49585 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: Paul Henreid | Statement: [Casablanca, starring, Paul Henreid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Henreid
Context triple: [Casablanca, starring, Paul Henreid]
  • A. 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.
  • B. Allan Dwan
    Allan Dwan was a pioneering Canadian-born American film director and producer whose prolific career spanned the silent and early sound eras of Hollywood cinema.
  • C. Michael Curtiz
    Michael Curtiz was a Hungarian-American film director best known for helming classic Hollywood films such as "Casablanca."
  • D. Fritz Lang
    Fritz Lang was an influential Austrian-German filmmaker and screenwriter, best known for pioneering expressionist cinema with classics like "Metropolis" and "M."
  • E. 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.
  • 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: Paul Henreid
Triple: [Casablanca, starring, Paul Henreid]
Generated description
Paul Henreid was an Austrian-born actor and director best known for his role as resistance leader Victor Laszlo in the classic film "Casablanca."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Henreid
Target entity description: Paul Henreid was an Austrian-born actor and director best known for his role as resistance leader Victor Laszlo in the classic film "Casablanca."
  • A. 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.
  • B. Allan Dwan
    Allan Dwan was a pioneering Canadian-born American film director and producer whose prolific career spanned the silent and early sound eras of Hollywood cinema.
  • C. Michael Curtiz
    Michael Curtiz was a Hungarian-American film director best known for helming classic Hollywood films such as "Casablanca."
  • D. Fritz Lang
    Fritz Lang was an influential Austrian-German filmmaker and screenwriter, best known for pioneering expressionist cinema with classics like "Metropolis" and "M."
  • E. 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.
  • 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_69a405f431d48190b83e2eaa2fe0e587 completed March 1, 2026, 9:25 a.m.
NEDg Description generation batch_69a4068c6b708190b8f06efedc6ba2c6 completed March 1, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69a406d581888190a0380f362a844089 completed March 1, 2026, 9:28 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.