Triple

T2674784
Position Surface form Disambiguated ID Type / Status
Subject Kees Cook E56432 entity
Predicate knownFor P22 FINISHED
Object 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.
E287680 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 kernel hardening | Statement: [Kees Cook, knownFor, Linux kernel hardening]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linux kernel hardening
Context triple: [Kees Cook, knownFor, Linux kernel hardening]
  • A. Linux kernel
    The Linux kernel is the core open-source component of the Linux operating system, managing hardware resources and providing essential services for user applications.
  • B. 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.
  • C. Unbreakable Enterprise Kernel
    Unbreakable Enterprise Kernel is Oracle’s optimized, enterprise-grade Linux kernel designed to deliver enhanced performance, stability, and support for Oracle workloads and cloud environments.
  • D. Linux kernel release process
    The Linux kernel release process is the structured workflow and schedule by which new versions of the Linux kernel are developed, tested, stabilized, and officially published to users and distributions.
  • E. Linux-libre kernel
    The Linux-libre kernel is a variant of the Linux kernel that has been modified to remove all proprietary code, binary blobs, and non-free firmware, aiming to provide a fully free software kernel.
  • 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 kernel hardening
Triple: [Kees Cook, knownFor, Linux kernel hardening]
Generated description
Linux kernel hardening is the practice of systematically strengthening the Linux operating system’s core to reduce security vulnerabilities and mitigate exploitation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linux kernel hardening
Target entity description: Linux kernel hardening is the practice of systematically strengthening the Linux operating system’s core to reduce security vulnerabilities and mitigate exploitation.
  • A. Linux kernel
    The Linux kernel is the core open-source component of the Linux operating system, managing hardware resources and providing essential services for user applications.
  • B. 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.
  • C. Unbreakable Enterprise Kernel
    Unbreakable Enterprise Kernel is Oracle’s optimized, enterprise-grade Linux kernel designed to deliver enhanced performance, stability, and support for Oracle workloads and cloud environments.
  • D. Linux kernel release process
    The Linux kernel release process is the structured workflow and schedule by which new versions of the Linux kernel are developed, tested, stabilized, and officially published to users and distributions.
  • E. Linux-libre kernel
    The Linux-libre kernel is a variant of the Linux kernel that has been modified to remove all proprietary code, binary blobs, and non-free firmware, aiming to provide a fully free software kernel.
  • 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_69ab4a4b13fc81909dfdb3f23da46832 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9b228cc819097f045b4a51d8e7c completed March 7, 2026, 7:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0638a9c8190b48ca5aa56eb66ff completed March 10, 2026, 4:38 a.m.
NEDg Description generation batch_69afa0e62fa08190bf278abfce54708d completed March 10, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69afa1ca3b388190840e3b150468dc23 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.