Triple

T21463067
Position Surface form Disambiguated ID Type / Status
Subject Play for Today E529522 entity
Predicate executiveProducer P7225 FINISHED
Object Louis Marks
Louis Marks was a British television producer best known for his work on influential BBC drama series and classic episodes of Doctor Who.
E1486893 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: Louis Marks | Statement: [Play for Today, executiveProducer, Louis Marks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Marks
Context triple: [Play for Today, executiveProducer, Louis Marks]
  • A. Samuel Marks
    Samuel Marks is a relatively obscure individual whose specific public notability or distinguishing achievements are not clearly established from the given information.
  • B. Louis Hollander
    Louis Hollander was a New York labor leader and public official who served as the state’s Industrial Commissioner, overseeing labor and employment policy.
  • C. Oscar Jaffee
    Oscar Jaffee is a flamboyant, egotistical Broadway producer and central comic figure in the musical "On the Twentieth Century," known for his desperate schemes to revive his career and win back his former muse.
  • D. Oscar Lerman
    Oscar Lerman was a British nightclub owner and art dealer best known as the husband of novelist Jackie Collins.
  • E. Oscar Shumsky
    Oscar Shumsky was a distinguished 20th-century American violinist and pedagogue renowned for his refined technique, rich tone, and influential teaching career.
  • 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: Louis Marks
Triple: [Play for Today, executiveProducer, Louis Marks]
Generated description
Louis Marks was a British television producer best known for his work on influential BBC drama series and classic episodes of Doctor Who.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Marks
Target entity description: Louis Marks was a British television producer best known for his work on influential BBC drama series and classic episodes of Doctor Who.
  • A. Samuel Marks
    Samuel Marks is a relatively obscure individual whose specific public notability or distinguishing achievements are not clearly established from the given information.
  • B. Louis Hollander
    Louis Hollander was a New York labor leader and public official who served as the state’s Industrial Commissioner, overseeing labor and employment policy.
  • C. Oscar Jaffee
    Oscar Jaffee is a flamboyant, egotistical Broadway producer and central comic figure in the musical "On the Twentieth Century," known for his desperate schemes to revive his career and win back his former muse.
  • D. Oscar Lerman
    Oscar Lerman was a British nightclub owner and art dealer best known as the husband of novelist Jackie Collins.
  • E. Oscar Shumsky
    Oscar Shumsky was a distinguished 20th-century American violinist and pedagogue renowned for his refined technique, rich tone, and influential teaching career.
  • 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_69e0c458133481908ae8b41a12c4edec completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9e9efdb188190be79b72e1bd18860 completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cff0982c8190a18afe116e2a0391 completed May 17, 2026, 2:25 p.m.
NEDg Description generation batch_6a09d1c0ba9081909da8754af7e2e33d completed May 17, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_6a09d271dc948190bde142334bb360ee completed May 17, 2026, 2:36 p.m.
Created at: April 16, 2026, 6:09 p.m.