Triple

T10595200
Position Surface form Disambiguated ID Type / Status
Subject CFRG E250093 entity
Predicate standardized P1371 FINISHED
Object HKDF E831960 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: HKDF | Statement: [CFRG, standardized, HKDF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HKDF
Context triple: [CFRG, standardized, HKDF]
  • A. Cryptographic extraction and key derivation: The HKDF scheme chosen
    "Cryptographic Extraction and Key Derivation: The HKDF Scheme" is a foundational cryptography paper by Hugo Krawczyk that introduces and analyzes HKDF, a widely used, provably secure key derivation function based on HMAC.
  • B. PBKDF2
    PBKDF2 is a key derivation function that strengthens passwords by applying repeated hashing with a salt to produce cryptographic keys resistant to brute-force attacks.
  • C. HC-256
    HC-256 is a high-speed stream cipher designed for software efficiency and strong security, selected as one of the eSTREAM project’s recommended algorithms.
  • D. HMAC
    HMAC (Hash-based Message Authentication Code) is a cryptographic construction that combines a secret key with a hash function to provide data integrity and authentication.
  • E. Keccak
    Keccak is a cryptographic hash function family that forms the basis of the SHA-3 standard, known for its sponge construction and strong security properties.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d5278cbf9081909ef419b0144d5019 completed April 7, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e8de2e88190835954abb2ac2ece completed April 10, 2026, 8:33 p.m.
Created at: April 6, 2026, 12:41 p.m.