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.