Triple

T11993381
Position Surface form Disambiguated ID Type / Status
Subject The Life of Emile Zola E285467 entity
Predicate screenwriter P2831 FINISHED
Object Geza Herczeg
Geza Herczeg was a Hungarian-American screenwriter and playwright best known for his work on classic Hollywood films, including contributing to the screenplay of the Academy Award–winning drama "The Life of Emile Zola."
E959284 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: Geza Herczeg | Statement: [The Life of Emile Zola, screenwriter, Geza Herczeg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Geza Herczeg
Context triple: [The Life of Emile Zola, screenwriter, Geza Herczeg]
  • A. László Nagy
    László Nagy is a common Hungarian name shared by several notable figures, including a poet, a handball player, and a politician.
  • B. László Papp
    László Papp was a legendary Hungarian boxer who became the first boxer to win three consecutive Olympic gold medals.
  • C. Vilmos Gábor
    Vilmos Gábor was the father of Hungarian-American actress and socialite Zsa Zsa Gabor.
  • D. Gyula Halász
    Gyula Halász, better known by his pseudonym Brassaï, was a Hungarian–French photographer famed for his evocative black-and-white images of Parisian nightlife in the 1930s.
  • E. Toma Erdődy
    Toma Erdődy was a Croatian nobleman and military leader best known for his role in defending Habsburg territories against the Ottoman Empire in the late 16th 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: Geza Herczeg
Triple: [The Life of Emile Zola, screenwriter, Geza Herczeg]
Generated description
Geza Herczeg was a Hungarian-American screenwriter and playwright best known for his work on classic Hollywood films, including contributing to the screenplay of the Academy Award–winning drama "The Life of Emile Zola."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Geza Herczeg
Target entity description: Geza Herczeg was a Hungarian-American screenwriter and playwright best known for his work on classic Hollywood films, including contributing to the screenplay of the Academy Award–winning drama "The Life of Emile Zola."
  • A. László Nagy
    László Nagy is a common Hungarian name shared by several notable figures, including a poet, a handball player, and a politician.
  • B. László Papp
    László Papp was a legendary Hungarian boxer who became the first boxer to win three consecutive Olympic gold medals.
  • C. Vilmos Gábor
    Vilmos Gábor was the father of Hungarian-American actress and socialite Zsa Zsa Gabor.
  • D. Gyula Halász
    Gyula Halász, better known by his pseudonym Brassaï, was a Hungarian–French photographer famed for his evocative black-and-white images of Parisian nightlife in the 1930s.
  • E. Toma Erdődy
    Toma Erdődy was a Croatian nobleman and military leader best known for his role in defending Habsburg territories against the Ottoman Empire in the late 16th 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b11ac481909866b611380792e7 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48ad06350819094180403858db172 completed May 1, 2026, 11:13 a.m.
NEDg Description generation batch_69f48df7790c8190a8e79466f032e86d completed May 1, 2026, 11:26 a.m.
NED2 Entity disambiguation (via description) batch_69f490dfe4e4819092d7494ba9b807db completed May 1, 2026, 11:39 a.m.
Created at: April 8, 2026, 9:46 p.m.