Triple

T3087436
Position Surface form Disambiguated ID Type / Status
Subject Talking Book E64406 entity
Predicate producer P490 FINISHED
Object Robert Margouleff
Robert Margouleff is an American record producer and synthesizer pioneer best known for his innovative work with Stevie Wonder in the 1970s.
E330430 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: Robert Margouleff | Statement: [Talking Book, producer, Robert Margouleff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Margouleff
Context triple: [Talking Book, producer, Robert Margouleff]
  • A. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • B. Christian Dotremont
    Christian Dotremont was a Belgian painter, poet, and theorist best known as a co-founder of the avant-garde CoBrA art movement and for his innovative "logogram" calligraphic works.
  • C. Charles Pictet de Rochemont
    Charles Pictet de Rochemont was a Swiss diplomat and statesman best known for negotiating the treaties that defined Geneva’s borders and secured its accession to the Swiss Confederation in the early 19th century.
  • D. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • E. Alain Goeppert
    Alain Goeppert is a chemist known for his collaborative research with Nobel laureate George A. Olah, particularly in the fields of carbon capture and sustainable fuel technologies.
  • 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: Robert Margouleff
Triple: [Talking Book, producer, Robert Margouleff]
Generated description
Robert Margouleff is an American record producer and synthesizer pioneer best known for his innovative work with Stevie Wonder in the 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Margouleff
Target entity description: Robert Margouleff is an American record producer and synthesizer pioneer best known for his innovative work with Stevie Wonder in the 1970s.
  • A. René Leibowitz
    René Leibowitz was a Polish-born French composer, conductor, and influential music theorist who helped introduce and promote twelve-tone and serial techniques in postwar France.
  • B. Christian Dotremont
    Christian Dotremont was a Belgian painter, poet, and theorist best known as a co-founder of the avant-garde CoBrA art movement and for his innovative "logogram" calligraphic works.
  • C. Charles Pictet de Rochemont
    Charles Pictet de Rochemont was a Swiss diplomat and statesman best known for negotiating the treaties that defined Geneva’s borders and secured its accession to the Swiss Confederation in the early 19th century.
  • D. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • E. Alain Goeppert
    Alain Goeppert is a chemist known for his collaborative research with Nobel laureate George A. Olah, particularly in the fields of carbon capture and sustainable fuel technologies.
  • 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_69ad857c97d88190b26f9b1c90839c77 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada209fd24819088d887de0a4158f4 completed March 8, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f4dc9d481908b64d2d2bca0381a completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 3:03 p.m.