Triple

T11498633
Position Surface form Disambiguated ID Type / Status
Subject Theodore Bikel E272606 entity
Predicate performedRole P1668 FINISHED
Object Zoltan Karpathy in My Fair Lady (film)
Zoltan Karpathy in *My Fair Lady* is a pompous Hungarian phonetics expert and former student of Henry Higgins who tries to expose Eliza Doolittle as a fraud at the embassy ball.
E929256 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: Zoltan Karpathy in My Fair Lady (film) | Statement: [Theodore Bikel, performedRole, Zoltan Karpathy in My Fair Lady (film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zoltan Karpathy in My Fair Lady (film)
Context triple: [Theodore Bikel, performedRole, Zoltan Karpathy in My Fair Lady (film)]
  • A. Modjeski
    Modjeski is the surname of Ralph Modjeski, a prominent Polish-American civil engineer renowned for designing major bridges in the United States.
  • B. Menken
    Menken is the surname of Alan Menken, the acclaimed American composer known for his music in numerous Disney animated films and Broadway productions.
  • C. Loewy Malkovich
    Loewy Malkovich is one of the children of American actor and filmmaker John Malkovich.
  • D. Klugman
    Klugman is the surname of Jack Klugman, the American actor best known for his roles in "The Odd Couple" and "Quincy, M.E."
  • E. Ruby Keeler
    Ruby Keeler was a Canadian-born American actress, singer, and tap dancer best known as a 1930s Warner Bros. musical star, particularly for her performances in films like "42nd Street."
  • 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: Zoltan Karpathy in My Fair Lady (film)
Triple: [Theodore Bikel, performedRole, Zoltan Karpathy in My Fair Lady (film)]
Generated description
Zoltan Karpathy in *My Fair Lady* is a pompous Hungarian phonetics expert and former student of Henry Higgins who tries to expose Eliza Doolittle as a fraud at the embassy ball.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zoltan Karpathy in My Fair Lady (film)
Target entity description: Zoltan Karpathy in *My Fair Lady* is a pompous Hungarian phonetics expert and former student of Henry Higgins who tries to expose Eliza Doolittle as a fraud at the embassy ball.
  • A. Modjeski
    Modjeski is the surname of Ralph Modjeski, a prominent Polish-American civil engineer renowned for designing major bridges in the United States.
  • B. Menken
    Menken is the surname of Alan Menken, the acclaimed American composer known for his music in numerous Disney animated films and Broadway productions.
  • C. Loewy Malkovich
    Loewy Malkovich is one of the children of American actor and filmmaker John Malkovich.
  • D. Klugman
    Klugman is the surname of Jack Klugman, the American actor best known for his roles in "The Odd Couple" and "Quincy, M.E."
  • E. Ruby Keeler
    Ruby Keeler was a Canadian-born American actress, singer, and tap dancer best known as a 1930s Warner Bros. musical star, particularly for her performances in films like "42nd Street."
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85de27db081909ccdb4ab0ef75bdb completed April 10, 2026, 2:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69e604aa9e3c8190ad86e4d05a67c8ac completed April 20, 2026, 10:49 a.m.
NEDg Description generation batch_69e610a6de0c8190aabda7ef7b7063a6 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e61853a3b48190b0d132761e9be69c completed April 20, 2026, 12:13 p.m.
Created at: April 8, 2026, 9:36 p.m.