Triple

T12077080
Position Surface form Disambiguated ID Type / Status
Subject Sokoloff E287577 entity
Predicate hasNotableBearer P458 FINISHED
Object Boris Sokoloff
Boris Sokoloff was a Russian-born American physician, cancer researcher, and author known for his work in medical science and his writings on Soviet politics and his experiences under the Bolshevik regime.
E1016946 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: Boris Sokoloff | Statement: [Sokoloff, hasNotableBearer, Boris Sokoloff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boris Sokoloff
Context triple: [Sokoloff, hasNotableBearer, Boris Sokoloff]
  • A. Boris Thomashefsky
    Boris Thomashefsky was a pioneering star of the American Yiddish theater, known for popularizing Yiddish-language stage productions among immigrant audiences in the late 19th and early 20th centuries.
  • B. Boris Aronson
    Boris Aronson was a renowned American scenic designer, celebrated for his innovative and influential work on numerous Broadway productions and musicals.
  • C. Nikolai Sokoloff
    Nikolai Sokoloff was a Russian-American conductor best known as the founding music director of the Cleveland Orchestra and a prominent leader in U.S. government-sponsored music initiatives during the New Deal era.
  • D. Yurii Rubinsky
    Yurii Rubinsky was a pioneering Canadian technologist, publisher, and early advocate of SGML and open digital standards who significantly influenced the development of electronic publishing.
  • E. George Kozmetsky
    George Kozmetsky was an American technology entrepreneur, investor, and educator best known as a co-founder of Teledyne and a major figure in fostering innovation and high-tech industry growth.
  • 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: Boris Sokoloff
Triple: [Sokoloff, hasNotableBearer, Boris Sokoloff]
Generated description
Boris Sokoloff was a Russian-born American physician, cancer researcher, and author known for his work in medical science and his writings on Soviet politics and his experiences under the Bolshevik regime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boris Sokoloff
Target entity description: Boris Sokoloff was a Russian-born American physician, cancer researcher, and author known for his work in medical science and his writings on Soviet politics and his experiences under the Bolshevik regime.
  • A. Boris Thomashefsky
    Boris Thomashefsky was a pioneering star of the American Yiddish theater, known for popularizing Yiddish-language stage productions among immigrant audiences in the late 19th and early 20th centuries.
  • B. Boris Aronson
    Boris Aronson was a renowned American scenic designer, celebrated for his innovative and influential work on numerous Broadway productions and musicals.
  • C. Nikolai Sokoloff
    Nikolai Sokoloff was a Russian-American conductor best known as the founding music director of the Cleveland Orchestra and a prominent leader in U.S. government-sponsored music initiatives during the New Deal era.
  • D. Yurii Rubinsky
    Yurii Rubinsky was a pioneering Canadian technologist, publisher, and early advocate of SGML and open digital standards who significantly influenced the development of electronic publishing.
  • E. George Kozmetsky
    George Kozmetsky was an American technology entrepreneur, investor, and educator best known as a co-founder of Teledyne and a major figure in fostering innovation and high-tech industry growth.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045ceeec81909427cae8972eed26 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbac5b0881908cc98458f1b3004d completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6cd0d21e08190855dcbee000fc25d completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce6b220c8190b1f49a9b2bfce692 completed May 3, 2026, 4:26 a.m.
Created at: April 8, 2026, 9:48 p.m.