Triple

T8828730
Position Surface form Disambiguated ID Type / Status
Subject CRAM-MD5 E210079 entity
Predicate weakerThan P24324 FINISHED
Object SCRAM-SHA-256
SCRAM-SHA-256 is a modern, secure password-based authentication mechanism that uses the SHA-256 hash function within the SCRAM protocol to provide strong protection against credential theft and replay attacks.
E761754 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: SCRAM-SHA-256 | Statement: [CRAM-MD5, weakerThan, SCRAM-SHA-256]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SCRAM-SHA-256
Context triple: [CRAM-MD5, weakerThan, SCRAM-SHA-256]
  • A. SASL
    SASL (Simple Authentication and Security Layer) is a framework for adding modular authentication and optional data security services to connection-based network protocols.
  • B. 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.
  • C. CRAM-MD5
    CRAM-MD5 is a challenge–response authentication mechanism that uses MD5 hashing to securely verify a user's identity without transmitting their password in plaintext.
  • D. SHA256SU0
    SHA256SU0 is an ARMv8 cryptographic extension instruction used to accelerate part of the SHA-256 message schedule computation in hardware.
  • E. 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.
  • 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: SCRAM-SHA-256
Triple: [CRAM-MD5, weakerThan, SCRAM-SHA-256]
Generated description
SCRAM-SHA-256 is a modern, secure password-based authentication mechanism that uses the SHA-256 hash function within the SCRAM protocol to provide strong protection against credential theft and replay attacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SCRAM-SHA-256
Target entity description: SCRAM-SHA-256 is a modern, secure password-based authentication mechanism that uses the SHA-256 hash function within the SCRAM protocol to provide strong protection against credential theft and replay attacks.
  • A. SASL
    SASL (Simple Authentication and Security Layer) is a framework for adding modular authentication and optional data security services to connection-based network protocols.
  • B. 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.
  • C. CRAM-MD5
    CRAM-MD5 is a challenge–response authentication mechanism that uses MD5 hashing to securely verify a user's identity without transmitting their password in plaintext.
  • D. SHA256SU0
    SHA256SU0 is an ARMv8 cryptographic extension instruction used to accelerate part of the SHA-256 message schedule computation in hardware.
  • E. 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.
  • 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_69ca8365b28081909e48e45e95dfc405 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc604c52a48190807e46c15e3c1558 completed April 1, 2026, 12:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cf896382708190a08c6bacf1157066 completed April 3, 2026, 9:33 a.m.
NEDg Description generation batch_69cf8ab6c1a8819097b8a84902a10296 completed April 3, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69cf8bc521dc81908918b48a25f290bb completed April 3, 2026, 9:43 a.m.
Created at: March 30, 2026, 6:47 p.m.