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.