Triple

T19352449
Position Surface form Disambiguated ID Type / Status
Subject PBKDF2 E484055 entity
Predicate definedIn P775 FINISHED
Object PKCS #5
PKCS #5 is a Public-Key Cryptography Standards specification that defines password-based cryptographic mechanisms, including the widely used PBKDF2 key derivation function.
E1372010 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: PKCS #5 | Statement: [PBKDF2, definedIn, PKCS #5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PKCS #5
Context triple: [PBKDF2, definedIn, PKCS #5]
  • A. PKCS #1
    PKCS #1 is a cryptographic standard that defines the mathematical properties, formats, and padding schemes for implementing RSA encryption and digital signatures.
  • B. PKCS #7
    PKCS #7 is a cryptographic standard that defines the syntax for digitally signing and encrypting data, forming the basis for formats like S/MIME and CMS (Cryptographic Message Syntax).
  • C. PBKDF2
    PBKDF2 is a key derivation function that strengthens passwords by applying repeated hashing with a salt to produce cryptographic keys resistant to brute-force attacks.
  • D. PKCS #12
    PKCS #12 is a binary file format used to store and transport cryptographic objects such as private keys, certificates, and related secrets in a secure, interoperable way.
  • E. FIPS PUB 46
    FIPS PUB 46 is a former U.S. federal information processing standard that specified the Data Encryption Standard (DES) symmetric-key block cipher for securing sensitive but unclassified data.
  • 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: PKCS #5
Triple: [PBKDF2, definedIn, PKCS #5]
Generated description
PKCS #5 is a Public-Key Cryptography Standards specification that defines password-based cryptographic mechanisms, including the widely used PBKDF2 key derivation function.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PKCS #5
Target entity description: PKCS #5 is a Public-Key Cryptography Standards specification that defines password-based cryptographic mechanisms, including the widely used PBKDF2 key derivation function.
  • A. PKCS #1
    PKCS #1 is a cryptographic standard that defines the mathematical properties, formats, and padding schemes for implementing RSA encryption and digital signatures.
  • B. PKCS #7
    PKCS #7 is a cryptographic standard that defines the syntax for digitally signing and encrypting data, forming the basis for formats like S/MIME and CMS (Cryptographic Message Syntax).
  • C. PBKDF2
    PBKDF2 is a key derivation function that strengthens passwords by applying repeated hashing with a salt to produce cryptographic keys resistant to brute-force attacks.
  • D. PKCS #12
    PKCS #12 is a binary file format used to store and transport cryptographic objects such as private keys, certificates, and related secrets in a secure, interoperable way.
  • E. FIPS PUB 46
    FIPS PUB 46 is a former U.S. federal information processing standard that specified the Data Encryption Standard (DES) symmetric-key block cipher for securing sensitive but unclassified data.
  • 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_69d8e8d244f8819080eb1f3491300db2 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e61905b16881909ab0e932bb9a0cda completed April 20, 2026, 12:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072409b48c819081a0e5510e91d636 completed May 15, 2026, 1:47 p.m.
NEDg Description generation batch_6a0725e546488190988000d77c961c0f completed May 15, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0726a79b308190a584bc808f4b2faa completed May 15, 2026, 1:59 p.m.
Created at: April 10, 2026, 1:34 p.m.