Triple

T9312169
Position Surface form Disambiguated ID Type / Status
Subject Computing short vectors in lattices E224030 entity
Predicate authorFullName P16 FINISHED
Object Daniel Julius Bernstein
Daniel Julius Bernstein is an American mathematician, cryptographer, and computer scientist known for his influential work in lattice-based cryptography, elliptic-curve cryptography, and high-performance cryptographic software.
 E792084 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: Daniel Julius Bernstein | Statement: [Computing short vectors in lattices, authorFullName, Daniel Julius Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daniel Julius Bernstein
Context triple: [Computing short vectors in lattices, authorFullName, Daniel Julius Bernstein]
  • A. Paul Bernbaum
    Paul Bernbaum is an American screenwriter best known for writing the Disney Channel fantasy film "Halloweentown."
  • B. Nathan Bernstein
    Nathan Bernstein, better known as Tito Burns, was a British jazz accordionist, bandleader, and influential music manager and agent in the mid-20th century UK entertainment industry.
  • C. J. B. Bernstein
    J. B. Bernstein is a sports agent best known for creating the "Million Dollar Arm" contest to recruit baseball pitchers from India.
  • D. Daniel Goldberg
    Daniel Goldberg is a Canadian film producer best known for his long-running collaboration with Ivan Reitman on comedies such as "Meatballs," "Stripes," and "Old School."
  • E. Michael Bernstein
    Michael Bernstein is a film producer known for his work on the music documentary "Clive Davis: The Soundtrack of Our Lives."
  • 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: Daniel Julius Bernstein
Triple: [Computing short vectors in lattices, authorFullName, Daniel Julius Bernstein]
Generated description
Daniel Julius Bernstein is an American mathematician, cryptographer, and computer scientist known for his influential work in lattice-based cryptography, elliptic-curve cryptography, and high-performance cryptographic software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daniel Julius Bernstein
Target entity description: Daniel Julius Bernstein is an American mathematician, cryptographer, and computer scientist known for his influential work in lattice-based cryptography, elliptic-curve cryptography, and high-performance cryptographic software.
  • A. Paul Bernbaum
    Paul Bernbaum is an American screenwriter best known for writing the Disney Channel fantasy film "Halloweentown."
  • B. Nathan Bernstein
    Nathan Bernstein, better known as Tito Burns, was a British jazz accordionist, bandleader, and influential music manager and agent in the mid-20th century UK entertainment industry.
  • C. J. B. Bernstein
    J. B. Bernstein is a sports agent best known for creating the "Million Dollar Arm" contest to recruit baseball pitchers from India.
  • D. Daniel Goldberg
    Daniel Goldberg is a Canadian film producer best known for his long-running collaboration with Ivan Reitman on comedies such as "Meatballs," "Stripes," and "Old School."
  • E. Michael Bernstein
    Michael Bernstein is a film producer known for his work on the music documentary "Clive Davis: The Soundtrack of Our Lives."
  • 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_69ca8425f4fc81909c1c586e9a5b7530 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd20ae96e481909a1af9ea1c91f2b2 completed April 1, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0c797640c8190be003e321faf3b86 completed April 4, 2026, 8:11 a.m.
NEDg Description generation batch_69d0cb9605608190b0c5f7149b2194a9 completed April 4, 2026, 8:28 a.m.
NED2 Entity disambiguation (via description) batch_69d0cd0028048190a94cd7e8971f8940 completed April 4, 2026, 8:34 a.m.
Created at: March 30, 2026, 7:37 p.m.