Triple

T10157929
Position Surface form Disambiguated ID Type / Status
Subject SASL E233817 entity
Predicate mechanismExample P92336 FINISHED
Object SCRAM-SHA-1
SCRAM-SHA-1 is a password-based authentication mechanism that uses salted challenge–response hashing with SHA-1 to securely verify users without transmitting their plaintext passwords.
E845091 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-1 | Statement: [SASL, mechanismExample, SCRAM-SHA-1]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SCRAM-SHA-1
Context triple: [SASL, mechanismExample, SCRAM-SHA-1]
  • A. 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.
  • B. SASL
    SASL (Simple Authentication and Security Layer) is a framework for adding modular authentication and optional data security services to connection-based network protocols.
  • 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. 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. 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-1
Triple: [SASL, mechanismExample, SCRAM-SHA-1]
Generated description
SCRAM-SHA-1 is a password-based authentication mechanism that uses salted challenge–response hashing with SHA-1 to securely verify users without transmitting their plaintext passwords.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SCRAM-SHA-1
Target entity description: SCRAM-SHA-1 is a password-based authentication mechanism that uses salted challenge–response hashing with SHA-1 to securely verify users without transmitting their plaintext passwords.
  • A. 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.
  • B. SASL
    SASL (Simple Authentication and Security Layer) is a framework for adding modular authentication and optional data security services to connection-based network protocols.
  • 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. 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. 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec5507f08190b47f797bacd5640c completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300acae608190891d8f55c3d5102b completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d302537a548190b211727dd124cba6 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d3033245448190bcc802b7dbd274fc completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:09 p.m.