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.