Triple

T8663019
Position Surface form Disambiguated ID Type / Status
Subject Eli Biham E205593 entity
Predicate coAuthor P398 FINISHED
Object Alex Biryukov
Alex Biryukov is a cryptographer known for his contributions to symmetric-key cryptography and cryptanalysis, including work on block ciphers and hash functions.
E749219 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: Alex Biryukov | Statement: [Eli Biham, coAuthor, Alex Biryukov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alex Biryukov
Context triple: [Eli Biham, coAuthor, Alex Biryukov]
  • A. Michael Perkhin
    Michael Perkhin was a renowned Russian jeweler and chief workmaster for the House of Fabergé, best known for overseeing the creation of many of the famous imperial Fabergé eggs.
  • B. Dmitry Shirkov
    Dmitry Shirkov was a Soviet and Russian theoretical physicist known for his contributions to quantum field theory and renormalization group methods.
  • C. Pavel Postyshev
    Pavel Postyshev was a Soviet Communist Party official and Stalin loyalist notorious for his leading role in enforcing brutal policies in Ukraine during the early 1930s, including those associated with the Holodomor.
  • D. Aleksey Batalov
    Aleksey Batalov was a renowned Soviet and Russian actor celebrated for his nuanced performances in mid-20th-century cinema and his contributions to Russian cultural life.
  • E. Hugo Krawczyk
    Hugo Krawczyk is a prominent cryptographer known for foundational contributions to modern cryptographic protocols and standards, including the design of HMAC and key exchange mechanisms used in Internet security.
  • 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: Alex Biryukov
Triple: [Eli Biham, coAuthor, Alex Biryukov]
Generated description
Alex Biryukov is a cryptographer known for his contributions to symmetric-key cryptography and cryptanalysis, including work on block ciphers and hash functions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alex Biryukov
Target entity description: Alex Biryukov is a cryptographer known for his contributions to symmetric-key cryptography and cryptanalysis, including work on block ciphers and hash functions.
  • A. Michael Perkhin
    Michael Perkhin was a renowned Russian jeweler and chief workmaster for the House of Fabergé, best known for overseeing the creation of many of the famous imperial Fabergé eggs.
  • B. Dmitry Shirkov
    Dmitry Shirkov was a Soviet and Russian theoretical physicist known for his contributions to quantum field theory and renormalization group methods.
  • C. Pavel Postyshev
    Pavel Postyshev was a Soviet Communist Party official and Stalin loyalist notorious for his leading role in enforcing brutal policies in Ukraine during the early 1930s, including those associated with the Holodomor.
  • D. Aleksey Batalov
    Aleksey Batalov was a renowned Soviet and Russian actor celebrated for his nuanced performances in mid-20th-century cinema and his contributions to Russian cultural life.
  • E. Hugo Krawczyk
    Hugo Krawczyk is a prominent cryptographer known for foundational contributions to modern cryptographic protocols and standards, including the design of HMAC and key exchange mechanisms used in Internet security.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc4872a190819087d679f3006bd030 completed March 31, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd0518248190ba0d3a87d11dff86 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8e5afc8190912b6eb9c80dd073 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf8ee4f48190bb901e35ade91b6c completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:30 p.m.