Triple

T4661339
Position Surface form Disambiguated ID Type / Status
Subject Merkle puzzles E102538 entity
Predicate describedIn P519 FINISHED
Object Secure Communications Over Insecure Channels
"Secure Communications Over Insecure Channels" is a seminal cryptography paper by Whitfield Diffie and Martin Hellman that introduced key concepts for establishing secure communication, including early public-key ideas and the Merkle puzzles protocol.
E6332 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: Secure Communications Over Insecure Channels | Statement: [Merkle puzzles, describedIn, Secure Communications Over Insecure Channels]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Secure Communications Over Insecure Channels
Context triple: [Merkle puzzles, describedIn, Secure Communications Over Insecure Channels]
  • A. Secrecy, Authentication, and Public Key Systems
    "Secrecy, Authentication, and Public Key Systems" is Ralph Merkle's influential doctoral thesis that helped lay the foundations of modern public-key cryptography and secure communication protocols.
  • B. Communication Theory of Secrecy Systems
    Communication Theory of Secrecy Systems is Claude Shannon’s foundational paper that established the mathematical basis of modern cryptography and information-theoretic security.
  • C. 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.
  • D. Opportunistic Wireless Encryption
    Opportunistic Wireless Encryption is a security mechanism that provides unauthenticated encryption for open wireless networks to protect data from passive eavesdropping without requiring user credentials.
  • E. Probabilistic Encryption
    Probabilistic Encryption is a cryptographic technique that uses randomness in the encryption process so that the same message encrypts to different ciphertexts, enhancing security against attackers.
  • 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: Secure Communications Over Insecure Channels
Triple: [Merkle puzzles, describedIn, Secure Communications Over Insecure Channels]
Generated description
"Secure Communications Over Insecure Channels" is a seminal cryptography paper by Whitfield Diffie and Martin Hellman that introduced key concepts for establishing secure communication, including early public-key ideas and the Merkle puzzles protocol.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Secure Communications Over Insecure Channels
Target entity description: "Secure Communications Over Insecure Channels" is a seminal cryptography paper by Whitfield Diffie and Martin Hellman that introduced key concepts for establishing secure communication, including early public-key ideas and the Merkle puzzles protocol.
  • A. Secrecy, Authentication, and Public Key Systems
    "Secrecy, Authentication, and Public Key Systems" is Ralph Merkle's influential doctoral thesis that helped lay the foundations of modern public-key cryptography and secure communication protocols.
  • B. Communication Theory of Secrecy Systems
    Communication Theory of Secrecy Systems is Claude Shannon’s foundational paper that established the mathematical basis of modern cryptography and information-theoretic security.
  • C. New Directions in Cryptography chosen
    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.
  • D. Opportunistic Wireless Encryption
    Opportunistic Wireless Encryption is a security mechanism that provides unauthenticated encryption for open wireless networks to protect data from passive eavesdropping without requiring user credentials.
  • E. Probabilistic Encryption
    Probabilistic Encryption is a cryptographic technique that uses randomness in the encryption process so that the same message encrypts to different ciphertexts, enhancing security against attackers.
  • F. None of above.

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_69bd43d823288190952279faa0d1d066 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632a17cc8190bcdab0a13b89f5c0 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfafcd3908190aabf7975017ce337 completed March 21, 2026, 1:57 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:15 p.m.