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.