Triple

T7928876
Position Surface form Disambiguated ID Type / Status
Subject TLS Working Group E184134 entity
Predicate responsibleFor P636 FINISHED
Object TLS heartbeat extension (later deprecated)
The TLS heartbeat extension was a Transport Layer Security protocol feature designed to keep secure connections alive and test reachability, later becoming widely known for the critical Heartbleed vulnerability that led to its deprecation.
E698189 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: TLS heartbeat extension (later deprecated) | Statement: [TLS Working Group, responsibleFor, TLS heartbeat extension (later deprecated)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: TLS heartbeat extension (later deprecated)
Context triple: [TLS Working Group, responsibleFor, TLS heartbeat extension (later deprecated)]
  • A. TLS 1.2
    TLS 1.2 is a widely deployed version of the Transport Layer Security protocol that provides encrypted and authenticated communication over computer networks.
  • B. ServerHello with extensions
    ServerHello with extensions is a TLS handshake message variant that allows a server to include additional extension data to negotiate optional protocol features and capabilities with a client.
  • C. TLS 1.1
    TLS 1.1 is an older version of the Transport Layer Security protocol that improved upon earlier SSL standards but has since been deprecated in favor of more secure versions like TLS 1.2 and 1.3.
  • D. TLS 1.2 Finished message
    The TLS 1.2 Finished message is the protocol’s final handshake message that proves both parties share the same session keys and that the preceding handshake messages have not been tampered with.
  • E. Server Name Indication extension
    The Server Name Indication (SNI) extension is a TLS protocol feature that allows a client to indicate the hostname it is trying to connect to at the start of the handshake so that the server can present the correct certificate for virtual hosting.
  • 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: TLS heartbeat extension (later deprecated)
Triple: [TLS Working Group, responsibleFor, TLS heartbeat extension (later deprecated)]
Generated description
The TLS heartbeat extension was a Transport Layer Security protocol feature designed to keep secure connections alive and test reachability, later becoming widely known for the critical Heartbleed vulnerability that led to its deprecation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: TLS heartbeat extension (later deprecated)
Target entity description: The TLS heartbeat extension was a Transport Layer Security protocol feature designed to keep secure connections alive and test reachability, later becoming widely known for the critical Heartbleed vulnerability that led to its deprecation.
  • A. TLS 1.2
    TLS 1.2 is a widely deployed version of the Transport Layer Security protocol that provides encrypted and authenticated communication over computer networks.
  • B. ServerHello with extensions
    ServerHello with extensions is a TLS handshake message variant that allows a server to include additional extension data to negotiate optional protocol features and capabilities with a client.
  • C. TLS 1.1
    TLS 1.1 is an older version of the Transport Layer Security protocol that improved upon earlier SSL standards but has since been deprecated in favor of more secure versions like TLS 1.2 and 1.3.
  • D. TLS 1.2 Finished message
    The TLS 1.2 Finished message is the protocol’s final handshake message that proves both parties share the same session keys and that the preceding handshake messages have not been tampered with.
  • E. Server Name Indication extension
    The Server Name Indication (SNI) extension is a TLS protocol feature that allows a client to indicate the hostname it is trying to connect to at the start of the handshake so that the server can present the correct certificate for virtual hosting.
  • 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_69ca828fe7bc819090f52c88dcd72183 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3ac9ac4c819082cd2190fc3ce5a2 completed March 31, 2026, 3:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5c01602081908ea1af24785260ff completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f22f89c8190a98208bf096a2427 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76c896c08190a67a5b572436f2d9 completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:07 p.m.