Triple

T2674819
Position Surface form Disambiguated ID Type / Status
Subject Kees Cook E56432 entity
Predicate worksOn P3 FINISHED
Object 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.
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: Kernel Self Protection Project | Statement: [Kees Cook, worksOn, Kernel Self Protection Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kernel Self Protection Project
Context triple: [Kees Cook, worksOn, Kernel Self Protection Project]
  • A. 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.
  • 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. Trusted Platform Module 2.0
    Trusted Platform Module 2.0 is a hardware-based security chip standard that provides cryptographic functions and secure key storage to enhance system integrity and protection against tampering.
  • D. TrustZone security extension
    TrustZone security extension is ARM's hardware-based security technology that creates isolated execution environments to protect sensitive code and data on system-on-chip devices.
  • E. System Integrity Protection
    System Integrity Protection is a macOS security technology that restricts even administrative users and processes from modifying critical system files and resources to protect the operating system from malware and accidental damage.
  • 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: Kernel Self Protection Project
Triple: [Kees Cook, worksOn, Kernel Self Protection Project]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kernel Self Protection Project
Target entity description: 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.
  • A. 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.
  • 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. Trusted Platform Module 2.0
    Trusted Platform Module 2.0 is a hardware-based security chip standard that provides cryptographic functions and secure key storage to enhance system integrity and protection against tampering.
  • D. TrustZone security extension
    TrustZone security extension is ARM's hardware-based security technology that creates isolated execution environments to protect sensitive code and data on system-on-chip devices.
  • E. System Integrity Protection
    System Integrity Protection is a macOS security technology that restricts even administrative users and processes from modifying critical system files and resources to protect the operating system from malware and accidental damage.
  • 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.