Triple

T13684858
Position Surface form Disambiguated ID Type / Status
Subject Heinrich Neuhaus E328094 entity
Predicate student P7251 FINISHED
Object Boris Berman
Boris Berman is a renowned Russian-born pianist and pedagogue, acclaimed for his interpretations of 20th-century repertoire and his influential teaching career.
E1072302 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 Berman | Statement: [Heinrich Neuhaus, student, Boris Berman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boris Berman
Context triple: [Heinrich Neuhaus, student, Boris Berman]
  • A. 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.
  • B. 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.
  • C. Boris Aronov
    Boris Aronov is a computer scientist known for his research in computational geometry and related areas of theoretical computer science.
  • D. Lev Shlosberg
    Lev Shlosberg is a Russian liberal politician, journalist, and human rights advocate known for his opposition to the Kremlin and his work within the Yabloko party.
  • E. Boris Leskin
    Boris Leskin was a Moldovan-born American character actor known for his distinctive supporting roles in films such as "Everything Is Illuminated" and "Men in Black."
  • 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 Berman
Triple: [Heinrich Neuhaus, student, Boris Berman]
Generated description
Boris Berman is a renowned Russian-born pianist and pedagogue, acclaimed for his interpretations of 20th-century repertoire and his influential teaching career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boris Berman
Target entity description: Boris Berman is a renowned Russian-born pianist and pedagogue, acclaimed for his interpretations of 20th-century repertoire and his influential teaching career.
  • A. 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.
  • B. 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.
  • C. Boris Aronov
    Boris Aronov is a computer scientist known for his research in computational geometry and related areas of theoretical computer science.
  • D. Lev Shlosberg
    Lev Shlosberg is a Russian liberal politician, journalist, and human rights advocate known for his opposition to the Kremlin and his work within the Yabloko party.
  • E. Boris Leskin
    Boris Leskin was a Moldovan-born American character actor known for his distinctive supporting roles in films such as "Everything Is Illuminated" and "Men in Black."
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc66f8acc8190b2a82b722930b995 completed April 12, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1b4ae588190b293c71312ee4037 completed May 6, 2026, 8:16 p.m.
NEDg Description generation batch_69fba785e17c819081d09f7891914665 completed May 6, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69fba82ca04c8190863932895fa8212a completed May 6, 2026, 8:44 p.m.
Created at: April 9, 2026, 9:53 p.m.