Triple

T2313711
Position Surface form Disambiguated ID Type / Status
Subject Harald Welte E51014 entity
Predicate notableWork P4 FINISHED
Object netfilter
netfilter is a framework within the Linux kernel that provides packet filtering, network address translation (NAT), and other networking-related operations for implementing firewalls and traffic control.
E255517 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: netfilter | Statement: [Harald Welte, notableWork, netfilter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: netfilter
Context triple: [Harald Welte, notableWork, netfilter]
  • A. Windows Filtering Platform
    Windows Filtering Platform is a set of APIs and system services in Microsoft Windows that enables developers and the operating system to create, manage, and filter network traffic at various layers of the networking stack.
  • B. NetFlow
    NetFlow is a network protocol developed by Cisco for collecting and analyzing IP traffic flow data to support monitoring, accounting, and security.
  • C. NAT-T
    NAT-T (NAT Traversal) is an IPsec extension that enables VPN traffic to pass through Network Address Translation devices by encapsulating IPsec packets in UDP.
  • D. Netcat
    Netcat is a versatile command-line networking utility used for reading from and writing to network connections, often referred to as the "Swiss Army knife" of TCP/IP.
  • E. NSS
    The National Security Strategy of the United States (NSS) is a periodic policy document that outlines the U.S. government's overarching national security priorities, objectives, and approaches to global challenges.
  • 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: netfilter
Triple: [Harald Welte, notableWork, netfilter]
Generated description
netfilter is a framework within the Linux kernel that provides packet filtering, network address translation (NAT), and other networking-related operations for implementing firewalls and traffic control.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: netfilter
Target entity description: netfilter is a framework within the Linux kernel that provides packet filtering, network address translation (NAT), and other networking-related operations for implementing firewalls and traffic control.
  • A. Windows Filtering Platform
    Windows Filtering Platform is a set of APIs and system services in Microsoft Windows that enables developers and the operating system to create, manage, and filter network traffic at various layers of the networking stack.
  • B. NetFlow
    NetFlow is a network protocol developed by Cisco for collecting and analyzing IP traffic flow data to support monitoring, accounting, and security.
  • C. NAT-T
    NAT-T (NAT Traversal) is an IPsec extension that enables VPN traffic to pass through Network Address Translation devices by encapsulating IPsec packets in UDP.
  • D. Netcat
    Netcat is a versatile command-line networking utility used for reading from and writing to network connections, often referred to as the "Swiss Army knife" of TCP/IP.
  • E. NSS
    The National Security Strategy of the United States (NSS) is a periodic policy document that outlines the U.S. government's overarching national security priorities, objectives, and approaches to global challenges.
  • 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_69a88b074b908190ae983dbca7757d88 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc61c1ef08190911d5f58c2e91189 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895f5420819087b403e9772dce9a completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8af65eb88190b17d74e7411967cc completed March 9, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69ae8ba02cec8190917c0e17d3fedb0e completed March 9, 2026, 8:58 a.m.
Created at: March 4, 2026, 7:49 p.m.