Triple

T18281431
Position Surface form Disambiguated ID Type / Status
Subject Levchin Prize for Real-World Cryptography E437871 entity
Predicate hasLaureate P1618 FINISHED
Object Ross Anderson — NE NERFINISHED

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: Ross Anderson | Statement: [Levchin Prize for Real-World Cryptography, hasLaureate, Ross Anderson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ross Anderson
Context triple: [Levchin Prize for Real-World Cryptography, hasLaureate, Ross Anderson]
  • A. Bruce Schneier
    Bruce Schneier is a renowned American cryptographer, security technologist, and author known for his influential work in cryptography and computer security.
  • B. Phillip Rogaway
    Phillip Rogaway is a prominent cryptographer known for his influential work on the theory and practice of encryption and for advocating the ethical and social responsibilities of cryptography.
  • C. Ben Laurie
    Ben Laurie is a British software engineer and security expert known for his contributions to internet infrastructure and cryptography, including work on projects like OpenSSL and various capability-based security systems.
  • D. Gale E. Halderman
    Gale E. Halderman was an American automobile designer best known as the principal stylist behind the original Ford Mustang.
  • E. John Kelsey
    John Kelsey is an American cryptographer known for his contributions to symmetric-key cryptography and the design of several notable encryption algorithms.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ross Anderson
Target entity description: Ross Anderson is a prominent British computer security expert and academic known for his influential work in cryptography, security engineering, and privacy.
  • A. Bruce Schneier
    Bruce Schneier is a renowned American cryptographer, security technologist, and author known for his influential work in cryptography and computer security.
  • B. Phillip Rogaway
    Phillip Rogaway is a prominent cryptographer known for his influential work on the theory and practice of encryption and for advocating the ethical and social responsibilities of cryptography.
  • C. Ben Laurie
    Ben Laurie is a British software engineer and security expert known for his contributions to internet infrastructure and cryptography, including work on projects like OpenSSL and various capability-based security systems.
  • D. Gale E. Halderman
    Gale E. Halderman was an American automobile designer best known as the principal stylist behind the original Ford Mustang.
  • E. John Kelsey
    John Kelsey is an American cryptographer known for his contributions to symmetric-key cryptography and the design of several notable encryption algorithms.
  • F. None of above. chosen

Provenance (2 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50056ea0481908d66bf263ac80c75 completed April 19, 2026, 4:18 p.m.
Created at: April 10, 2026, 10:35 a.m.