Triple

T31080621
Position Surface form Disambiguated ID Type / Status
Subject Daniel Julius Bernstein E792084 entity
Predicate notableWork P4 FINISHED
Object “Post-quantum cryptography” (survey and research papers)
“Post-quantum cryptography” (survey and research papers) is a foundational body of work by Daniel J. Bernstein that systematically analyzes and advances cryptographic schemes designed to remain secure against attacks by quantum computers.
E1944005 NE FINISHED

How this triple was built (2 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: “Post-quantum cryptography” (survey and research papers) | Statement: [Daniel Julius Bernstein, notableWork, “Post-quantum cryptography” (survey and research papers)]
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: “Post-quantum cryptography” (survey and research papers)
Triple: [Daniel Julius Bernstein, notableWork, “Post-quantum cryptography” (survey and research papers)]
Generated description
“Post-quantum cryptography” (survey and research papers) is a foundational body of work by Daniel J. Bernstein that systematically analyzes and advances cryptographic schemes designed to remain secure against attacks by quantum computers.

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_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.
Created at: April 29, 2026, 9:02 p.m.