Triple

T2114332
Position Surface form Disambiguated ID Type / Status
Subject XMPP E42571 entity
Predicate hasExtensionMechanism P11253 FINISHED
Object XMPP Extension Protocols
XMPP Extension Protocols are a collection of standardized specifications (XEPs) that extend the core XMPP protocol with additional features such as messaging enhancements, presence extensions, and application-specific functionality.
E233821 NE FINISHED

How this triple was built (5 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: XMPP Extension Protocols | Statement: [XMPP, hasExtensionMechanism, XMPP Extension Protocols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: XMPP Extension Protocols
Context triple: [XMPP, hasExtensionMechanism, XMPP Extension Protocols]
  • A. XMPP
    XMPP (Extensible Messaging and Presence Protocol) is an open, XML-based communication protocol primarily used for instant messaging, presence information, and real-time data exchange over the internet.
  • B. RFC 5766
    RFC 5766 is an IETF specification that defines the Traversal Using Relays around NAT (TURN) protocol for relaying network traffic to help clients communicate across NATs and firewalls.
  • C. RFC 3411
    RFC 3411 is an IETF standard that specifies the architecture for the Simple Network Management Protocol (SNMP) framework used for managing devices on IP networks.
  • D. RFC 4254
    RFC 4254 is the Internet standard that specifies the Secure Shell (SSH) connection protocol, defining how multiple logical channels are multiplexed over a single encrypted SSH transport.
  • E. RFC 2570
    RFC 2570 is an Internet standards document that updates and replaces earlier SNMP-related specifications, refining the framework for network management using the Simple Network Management Protocol.
  • 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: XMPP Extension Protocols
Triple: [XMPP, hasExtensionMechanism, XMPP Extension Protocols]
Generated description
XMPP Extension Protocols are a collection of standardized specifications (XEPs) that extend the core XMPP protocol with additional features such as messaging enhancements, presence extensions, and application-specific functionality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: XMPP Extension Protocols
Target entity description: XMPP Extension Protocols are a collection of standardized specifications (XEPs) that extend the core XMPP protocol with additional features such as messaging enhancements, presence extensions, and application-specific functionality.
  • A. XMPP
    XMPP (Extensible Messaging and Presence Protocol) is an open, XML-based communication protocol primarily used for instant messaging, presence information, and real-time data exchange over the internet.
  • B. RFC 5766
    RFC 5766 is an IETF specification that defines the Traversal Using Relays around NAT (TURN) protocol for relaying network traffic to help clients communicate across NATs and firewalls.
  • C. RFC 3411
    RFC 3411 is an IETF standard that specifies the architecture for the Simple Network Management Protocol (SNMP) framework used for managing devices on IP networks.
  • D. RFC 4254
    RFC 4254 is the Internet standard that specifies the Secure Shell (SSH) connection protocol, defining how multiple logical channels are multiplexed over a single encrypted SSH transport.
  • E. RFC 2570
    RFC 2570 is an Internet standards document that updates and replaces earlier SNMP-related specifications, refining the framework for network management using the Simple Network Management Protocol.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasExtensionMechanism
Context triple: [XMPP, hasExtensionMechanism, XMPP Extension Protocols]
  • A. hasSecurityExtension
    Indicates that an entity is associated with, or equipped with, an additional component or feature that enhances its security.
  • B. extensionMechanism chosen
    Indicates that one entity provides a way to extend, customize, or add new functionality or components to another entity.
  • C. hasMechanism
    Indicates that one entity operates, functions, or produces an effect through the specified mechanism or process.
  • D. hasFeature
    Indicates that an entity possesses, exhibits, or includes a particular characteristic, attribute, or component.
  • E. hasExpansion
    Indicates that one entity serves as a larger, extended, or elaborated form of another entity.
  • F. None of above.

Provenance (6 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb05b51c81908a78c816f492c45c completed March 7, 2026, 5:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3076afec819091183e328cff58c8 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae30e1c7488190acd6d29c5ad10c33 completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae316398488190b9dd38145d5488b4 completed March 9, 2026, 2:33 a.m.
PD Predicate disambiguation batch_69abb7ba08948190a3c236bb53ee4257 completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:43 p.m.