Triple

T4381637
Position Surface form Disambiguated ID Type / Status
Subject Merkle–Damgård construction E99142 entity
Predicate typicalPadding P56499 FINISHED
Object Merkle–Damgård strengthening E99142 NE FINISHED

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: Merkle–Damgård strengthening | Statement: [Merkle–Damgård construction, typicalPadding, Merkle–Damgård strengthening]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Merkle–Damgård strengthening
Context triple: [Merkle–Damgård construction, typicalPadding, Merkle–Damgård strengthening]
  • A. Merkle–Damgård construction chosen
    The Merkle–Damgård construction is a fundamental method for building collision-resistant cryptographic hash functions from fixed-size compression functions, used in many classic hash algorithms like MD5 and SHA-1.
  • B. Carter–Wegman MACs
    Carter–Wegman MACs are a family of message authentication codes that use universal hashing combined with a secret key to provide efficient and provably secure authentication.
  • C. Merkle puzzles
    Merkle puzzles are an early cryptographic protocol that introduced the concept of public-key exchange by allowing two parties to establish a shared secret over an insecure channel using computationally asymmetric “puzzle” problems.
  • D. New Directions in Cryptography
    New Directions in Cryptography is a landmark 1976 paper that introduced the concepts of public-key cryptography and digital signatures, fundamentally reshaping modern cryptography and secure communications.
  • E. Modern Cryptography, Probabilistic Proofs and Pseudorandomness
    "Modern Cryptography, Probabilistic Proofs and Pseudorandomness" is a foundational textbook that systematically develops the theoretical underpinnings of modern cryptography, focusing on probabilistic proof techniques and the theory of pseudorandomness.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: typicalPadding
Context triple: [Merkle–Damgård construction, typicalPadding, Merkle–Damgård strengthening]
  • A. typicalHeight
    Indicates the usual or characteristic height associated with an entity, such as a person, object, or species.
  • B. typicalWidth
    Indicates the usual or characteristic width associated with an entity, as opposed to an exact or measured width in a specific instance.
  • C. typicalPanelSize
    Indicates the usual or standard dimensions associated with a given panel.
  • D. typicalLength
    Indicates the usual or characteristic length associated with an entity or phenomenon.
  • E. typicalBase
    Indicates that one entity serves as the standard or most representative base or foundation for another entity in typical or common cases.
  • 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_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352613dd481909e008a8db239a108 completed March 12, 2026, 11:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e51ff9188190aa4581d451feaafd completed March 14, 2026, 10:45 p.m.
PD Predicate disambiguation batch_69b34f557fe8819085032bf7f0cea5dc completed March 12, 2026, 11:42 p.m.
PDg Predicate description generation batch_69b35034cd248190bae09e9d090e13ec completed March 12, 2026, 11:45 p.m.
Created at: March 12, 2026, 11:18 p.m.