Triple

T7428051
Position Surface form Disambiguated ID Type / Status
Subject NetFlow E171416 entity
Predicate inspired P9 FINISHED
Object IPFIX
IPFIX (IP Flow Information Export) is an IETF standard protocol for exporting network flow information from routers, probes, and other devices for traffic analysis, accounting, and security monitoring.
E663657 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: IPFIX | Statement: [NetFlow, inspired, IPFIX]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IPFIX
Context triple: [NetFlow, inspired, IPFIX]
  • A. NetFlow
    NetFlow is a network protocol developed by Cisco for collecting and analyzing IP traffic flow data to support monitoring, accounting, and security.
  • B. Wireshark
    Wireshark is a widely used open-source network protocol analyzer that captures and interactively inspects traffic on computer networks for troubleshooting, analysis, and security auditing.
  • C. MPLS
    MPLS (Multiprotocol Label Switching) is a high-performance routing technique that directs data through a network using short path labels instead of long network addresses, enabling efficient traffic engineering and VPN services.
  • D. Rock Ridge Interchange Protocol
    Rock Ridge Interchange Protocol is an extension to the ISO 9660 CD-ROM file system standard that preserves Unix-style file attributes, long filenames, and symbolic links across different operating systems.
  • E. IPsec
    IPsec is a suite of protocols that provides secure, encrypted communication over IP networks by authenticating and protecting the integrity and confidentiality of data packets.
  • 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: IPFIX
Triple: [NetFlow, inspired, IPFIX]
Generated description
IPFIX (IP Flow Information Export) is an IETF standard protocol for exporting network flow information from routers, probes, and other devices for traffic analysis, accounting, and security monitoring.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IPFIX
Target entity description: IPFIX (IP Flow Information Export) is an IETF standard protocol for exporting network flow information from routers, probes, and other devices for traffic analysis, accounting, and security monitoring.
  • A. NetFlow
    NetFlow is a network protocol developed by Cisco for collecting and analyzing IP traffic flow data to support monitoring, accounting, and security.
  • B. Wireshark
    Wireshark is a widely used open-source network protocol analyzer that captures and interactively inspects traffic on computer networks for troubleshooting, analysis, and security auditing.
  • C. MPLS
    MPLS (Multiprotocol Label Switching) is a high-performance routing technique that directs data through a network using short path labels instead of long network addresses, enabling efficient traffic engineering and VPN services.
  • D. Rock Ridge Interchange Protocol
    Rock Ridge Interchange Protocol is an extension to the ISO 9660 CD-ROM file system standard that preserves Unix-style file attributes, long filenames, and symbolic links across different operating systems.
  • E. IPsec
    IPsec is a suite of protocols that provides secure, encrypted communication over IP networks by authenticating and protecting the integrity and confidentiality of data packets.
  • 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_69c68a63491881909281f73d4d5643bf completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f306bfe481909f99f6792de95ffc completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f0e28e88190805108dff740dda3 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c8200c52c8819083b14e8d768fc9be completed March 28, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69c82084879c8190ae60b99f702dc058 completed March 28, 2026, 6:40 p.m.
Created at: March 27, 2026, 3:12 p.m.