Triple

T8248038
Position Surface form Disambiguated ID Type / Status
Subject linux-zen E192894 entity
Predicate alternativeTo P5887 FINISHED
Object linux-hardened
linux-hardened is a security-focused variant of the Linux kernel that incorporates additional hardening patches and configurations to reduce attack surface and improve system resilience.
E287682 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: linux-hardened | Statement: [linux-zen, alternativeTo, linux-hardened]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: linux-hardened
Context triple: [linux-zen, alternativeTo, linux-hardened]
  • A. Linux kernel hardening
    Linux kernel hardening is the practice of systematically strengthening the Linux operating system’s core to reduce security vulnerabilities and mitigate exploitation.
  • B. Kernel Self Protection Project
    The Kernel Self Protection Project is a security-focused initiative aimed at hardening the Linux kernel against vulnerabilities and exploitation through proactive defensive features and development practices.
  • C. Linux Security Modules API
    The Linux Security Modules API is a kernel-level framework in Linux that allows the implementation of pluggable security policies and access control mechanisms such as AppArmor and SELinux.
  • D. SELinux
    SELinux (Security-Enhanced Linux) is a Linux kernel security module that provides a flexible, fine-grained mandatory access control (MAC) framework to enforce strict security policies on systems.
  • E. AppArmor
    AppArmor is a Linux kernel security module that confines programs to a limited set of resources using per-application security profiles to reduce the impact of vulnerabilities and attacks.
  • 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: linux-hardened
Triple: [linux-zen, alternativeTo, linux-hardened]
Generated description
linux-hardened is a security-focused variant of the Linux kernel that incorporates additional hardening patches and configurations to reduce attack surface and improve system resilience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: linux-hardened
Target entity description: linux-hardened is a security-focused variant of the Linux kernel that incorporates additional hardening patches and configurations to reduce attack surface and improve system resilience.
  • A. Linux kernel hardening
    Linux kernel hardening is the practice of systematically strengthening the Linux operating system’s core to reduce security vulnerabilities and mitigate exploitation.
  • B. Kernel Self Protection Project chosen
    The Kernel Self Protection Project is a security-focused initiative aimed at hardening the Linux kernel against vulnerabilities and exploitation through proactive defensive features and development practices.
  • C. Linux Security Modules API
    The Linux Security Modules API is a kernel-level framework in Linux that allows the implementation of pluggable security policies and access control mechanisms such as AppArmor and SELinux.
  • D. SELinux
    SELinux (Security-Enhanced Linux) is a Linux kernel security module that provides a flexible, fine-grained mandatory access control (MAC) framework to enforce strict security policies on systems.
  • E. AppArmor
    AppArmor is a Linux kernel security module that confines programs to a limited set of resources using per-application security profiles to reduce the impact of vulnerabilities and attacks.
  • F. None of above.

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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7875318c819095f971ba513c54fd completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3530ca148190a28761622d0cf663 completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a5d3bc8190801b1b0f09eee462 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ef034ec8190a4229b21e6088c79 completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:48 p.m.