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.