Triple

T2236380
Position Surface form Disambiguated ID Type / Status
Subject RFC 6668 E49290 entity
Predicate title P38 FINISHED
Object SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol
"SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol" is an IETF specification that updates SSH to use SHA-2-based message authentication codes to improve data integrity and security over the transport layer.
E248469 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: SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol | Statement: [RFC 6668, title, SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol
Context triple: [RFC 6668, title, SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol]
  • A. The Secure Shell (SSH) Authentication Protocol
    The Secure Shell (SSH) Authentication Protocol is a standardized network protocol that defines methods for securely authenticating users and hosts in SSH connections using mechanisms such as passwords, public keys, and keyboard-interactive methods.
  • B. SSH Communications Security
    SSH Communications Security is a Finnish cybersecurity company best known for developing and commercializing the Secure Shell (SSH) protocol and related secure communications solutions.
  • C. Negotiated Finite Field Diffie-Hellman Ephemeral Parameters for Transport Layer Security (TLS)
    "Negotiated Finite Field Diffie-Hellman Ephemeral Parameters for Transport Layer Security (TLS)" is an IETF standard (RFC 7919) that defines secure, standardized finite-field Diffie-Hellman parameter sets for use in TLS to improve cryptographic security and interoperability.
  • D. Secure Authentication Version 5
    Secure Authentication Version 5 is a security enhancement for the DNP3 protocol that provides robust authentication and protection against unauthorized control and cyber attacks in industrial control systems.
  • E. Curve25519-based schemes
    Curve25519-based schemes are cryptographic protocols and algorithms that use the Curve25519 elliptic curve to provide efficient, high-security public-key operations such as key exchange and digital signatures.
  • 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: SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol
Triple: [RFC 6668, title, SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol]
Generated description
"SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol" is an IETF specification that updates SSH to use SHA-2-based message authentication codes to improve data integrity and security over the transport layer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol
Target entity description: "SHA-2 Data Integrity Verification for the Secure Shell (SSH) Transport Layer Protocol" is an IETF specification that updates SSH to use SHA-2-based message authentication codes to improve data integrity and security over the transport layer.
  • A. The Secure Shell (SSH) Authentication Protocol
    The Secure Shell (SSH) Authentication Protocol is a standardized network protocol that defines methods for securely authenticating users and hosts in SSH connections using mechanisms such as passwords, public keys, and keyboard-interactive methods.
  • B. SSH Communications Security
    SSH Communications Security is a Finnish cybersecurity company best known for developing and commercializing the Secure Shell (SSH) protocol and related secure communications solutions.
  • C. Negotiated Finite Field Diffie-Hellman Ephemeral Parameters for Transport Layer Security (TLS)
    "Negotiated Finite Field Diffie-Hellman Ephemeral Parameters for Transport Layer Security (TLS)" is an IETF standard (RFC 7919) that defines secure, standardized finite-field Diffie-Hellman parameter sets for use in TLS to improve cryptographic security and interoperability.
  • D. Secure Authentication Version 5
    Secure Authentication Version 5 is a security enhancement for the DNP3 protocol that provides robust authentication and protection against unauthorized control and cyber attacks in industrial control systems.
  • E. Curve25519-based schemes
    Curve25519-based schemes are cryptographic protocols and algorithms that use the Curve25519 elliptic curve to provide efficient, high-security public-key operations such as key exchange and digital signatures.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc09573848190bf91eddcc2fa0061 completed March 7, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b08c5248190924a28f4c1bd0e2c completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6c5cb33481909261f7010e8e21a6 completed March 9, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae6cd61e808190aefca4d4aa1f8e39 completed March 9, 2026, 6:46 a.m.
Created at: March 4, 2026, 7:47 p.m.