Triple

T21191214
Position Surface form Disambiguated ID Type / Status
Subject RFC 7296 E522214 entity
Predicate workingGroup P9939 FINISHED
Object IP Security Maintenance and Extensions
IP Security Maintenance and Extensions (IPsecME) is an IETF working group responsible for maintaining and extending the IPsec protocol suite, including key management and related security mechanisms.
E1469885 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: IP Security Maintenance and Extensions | Statement: [RFC 7296, workingGroup, IP Security Maintenance and Extensions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IP Security Maintenance and Extensions
Context triple: [RFC 7296, workingGroup, IP Security Maintenance and Extensions]
  • A. Security Architecture for the Internet Protocol
    "Security Architecture for the Internet Protocol" is an IETF standard (RFC 2401) that defines the overall framework and mechanisms for providing security services such as authentication, integrity, and confidentiality for IP communications, primarily via IPsec.
  • B. Requirements for IP Version 4 Routers
    Requirements for IP Version 4 Routers is an IETF standards-track document (RFC 1812) that specifies the functional and protocol requirements that IPv4 routers must follow to ensure interoperability on the Internet.
  • C. Protocol Modifications for the DNS Security Extensions
    "Protocol Modifications for the DNS Security Extensions" is an IETF standards-track document (RFC 4035) that specifies how DNSSEC is operationally implemented and processed by DNS resolvers and authoritative servers.
  • D. Network-in-Network architecture
    Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
  • E. Internet Protocol fragmentation and reassembly
    Internet Protocol fragmentation and reassembly is the process by which large IP packets are split into smaller fragments for transmission across networks with limited maximum transmission units and then reassembled back into the original packet at the destination.
  • 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: IP Security Maintenance and Extensions
Triple: [RFC 7296, workingGroup, IP Security Maintenance and Extensions]
Generated description
IP Security Maintenance and Extensions (IPsecME) is an IETF working group responsible for maintaining and extending the IPsec protocol suite, including key management and related security mechanisms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IP Security Maintenance and Extensions
Target entity description: IP Security Maintenance and Extensions (IPsecME) is an IETF working group responsible for maintaining and extending the IPsec protocol suite, including key management and related security mechanisms.
  • A. Security Architecture for the Internet Protocol
    "Security Architecture for the Internet Protocol" is an IETF standard (RFC 2401) that defines the overall framework and mechanisms for providing security services such as authentication, integrity, and confidentiality for IP communications, primarily via IPsec.
  • B. Requirements for IP Version 4 Routers
    Requirements for IP Version 4 Routers is an IETF standards-track document (RFC 1812) that specifies the functional and protocol requirements that IPv4 routers must follow to ensure interoperability on the Internet.
  • C. Protocol Modifications for the DNS Security Extensions
    "Protocol Modifications for the DNS Security Extensions" is an IETF standards-track document (RFC 4035) that specifies how DNSSEC is operationally implemented and processed by DNS resolvers and authoritative servers.
  • D. Network-in-Network architecture
    Network-in-Network architecture is a convolutional neural network design that replaces traditional linear convolution layers with micro multilayer perceptrons (MLPs) to enhance feature abstraction and model expressiveness.
  • E. Internet Protocol fragmentation and reassembly
    Internet Protocol fragmentation and reassembly is the process by which large IP packets are split into smaller fragments for transmission across networks with limited maximum transmission units and then reassembled back into the original packet at the destination.
  • 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_69e0b51061388190aa03f19700d3ef04 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e733381f288190b3da795f62a39568 completed April 21, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097583fe3c8190a4b2597472b26cd5 completed May 17, 2026, 8 a.m.
NEDg Description generation batch_6a09761477c481909c1c6e557a265360 completed May 17, 2026, 8:02 a.m.
NED2 Entity disambiguation (via description) batch_6a09768230a481908cc04374ed49f34d completed May 17, 2026, 8:04 a.m.
Created at: April 16, 2026, 3:07 p.m.