Triple

T31080631
Position Surface form Disambiguated ID Type / Status
Subject Daniel Julius Bernstein E792084 entity
Predicate hasDBLPAuthorId P170721 FINISHED
Object b/Bernstein:Daniel_J=
Daniel Julius Bernstein is an American mathematician, cryptologist, and computer scientist known for his work in cryptography, including the design of algorithms such as Salsa20, ChaCha, and Curve25519.
 E1944006 NE FINISHED

How this triple was built (3 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: b/Bernstein:Daniel_J= | Statement: [Daniel Julius Bernstein, hasDBLPAuthorId, b/Bernstein:Daniel_J=]
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: b/Bernstein:Daniel_J=
Triple: [Daniel Julius Bernstein, hasDBLPAuthorId, b/Bernstein:Daniel_J=]
Generated description
Daniel Julius Bernstein is an American mathematician, cryptologist, and computer scientist known for his work in cryptography, including the design of algorithms such as Salsa20, ChaCha, and Curve25519.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasDBLPAuthorId
Context triple: [Daniel Julius Bernstein, hasDBLPAuthorId, b/Bernstein:Daniel_J=]
  • A. keyPublicationAuthors
    Indicates that the specified authors are the primary or most significant contributors associated with a key or central publication.
  • B. arxivId
    Indicates that an entity (such as a paper or work) is associated with a specific arXiv identifier used to reference it in the arXiv repository.
  • C. academicFieldOfAuthor
    Indicates the academic discipline or field in which an author conducts their scholarly work or produces publications.
  • D. isAcademicPublicationOf
    Indicates that one entity is an academic publication (e.g., paper, article, or report) that has been produced by or is associated with another entity.
  • E. hasNumberOfPubs
    Indicates that an entity is associated with a specific count of publications.
  • F. None of above. chosen

Provenance (7 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_69f224ccdbbc81909b0cdb4cc2d70c7a completed April 29, 2026, 3:33 p.m.
NER Named-entity recognition batch_69f695bd88d88190a7bb4fcded6a5b62 completed May 3, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a292b291c6c8190bb5181ac803a6ac4 completed June 10, 2026, 9:15 a.m.
NEDg Description generation batch_6a292b93d7988190b1fe79f38def8b5f completed June 10, 2026, 9:17 a.m.
NED2 Entity disambiguation (via description) batch_6a292caa0590819087d6b9d576701697 completed June 10, 2026, 9:21 a.m.
PD Predicate disambiguation batch_69f690f13d7481908ddfefe95df2a1c2 completed May 3, 2026, 12:04 a.m.
PDg Predicate description generation batch_69f6938244648190a553b532387b812c completed May 3, 2026, 12:14 a.m.
Created at: April 29, 2026, 9:02 p.m.