Triple

T3419604
Position Surface form Disambiguated ID Type / Status
Subject Telegram E72084 entity
Predicate securityFeature P2368 FINISHED
Object MTProto encryption protocol
MTProto encryption protocol is Telegram’s custom-designed cryptographic protocol that secures user data and message transmission across its messaging platform.
E357597 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: MTProto encryption protocol | Statement: [Telegram, securityFeature, MTProto encryption protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MTProto encryption protocol
Context triple: [Telegram, securityFeature, MTProto encryption protocol]
  • A. 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.
  • B. SSH Encryption Algorithm Names
    SSH Encryption Algorithm Names are standardized identifiers used within the SSH protocol to specify which cryptographic ciphers are employed to secure data in transit.
  • C. ZRTP
    ZRTP is a cryptographic key-agreement protocol designed to enable end-to-end encryption for real-time voice and video communications over RTP-based systems.
  • D. Diffie–Hellman key exchange
    Diffie–Hellman key exchange is a foundational cryptographic protocol that enables two parties to securely establish a shared secret over an insecure communication channel.
  • E. DTLS
    DTLS (Datagram Transport Layer Security) is a protocol that provides TLS-like encryption, integrity, and authentication for datagram-based communications such as UDP.
  • 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: MTProto encryption protocol
Triple: [Telegram, securityFeature, MTProto encryption protocol]
Generated description
MTProto encryption protocol is Telegram’s custom-designed cryptographic protocol that secures user data and message transmission across its messaging platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MTProto encryption protocol
Target entity description: MTProto encryption protocol is Telegram’s custom-designed cryptographic protocol that secures user data and message transmission across its messaging platform.
  • A. 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.
  • B. SSH Encryption Algorithm Names
    SSH Encryption Algorithm Names are standardized identifiers used within the SSH protocol to specify which cryptographic ciphers are employed to secure data in transit.
  • C. ZRTP
    ZRTP is a cryptographic key-agreement protocol designed to enable end-to-end encryption for real-time voice and video communications over RTP-based systems.
  • D. Diffie–Hellman key exchange
    Diffie–Hellman key exchange is a foundational cryptographic protocol that enables two parties to securely establish a shared secret over an insecure communication channel.
  • E. DTLS
    DTLS (Datagram Transport Layer Security) is a protocol that provides TLS-like encryption, integrity, and authentication for datagram-based communications such as UDP.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb94d6808819080997df30119e71e completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b354701e908190a8a7f14ae578fa5d completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b358c7970881909b20126ba170495d completed March 13, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69b35930c3808190a3d9cbc69a26a1c1 completed March 13, 2026, 12:24 a.m.
Created at: March 8, 2026, 3:15 p.m.