Triple
T9945522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linux kernel stable releases |
E195193
|
entity |
| Predicate | example |
P1259
|
FINISHED |
| Object |
Linux kernel 5.15.y series
The Linux kernel 5.15.y series is a long-term support (LTS) branch of the Linux kernel that receives ongoing maintenance updates, bug fixes, and security patches while preserving a stable API and feature set.
|
E207089
|
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 5.15.y series | Statement: [Linux kernel stable releases, example, Linux kernel 5.15.y series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linux kernel 5.15.y series Context triple: [Linux kernel stable releases, example, Linux kernel 5.15.y series]
-
A.
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.
-
B.
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.
-
C.
Linux Kernel Mailing List (LKML)
The Linux Kernel Mailing List (LKML) is the primary public forum where Linux kernel developers worldwide discuss design, development, patches, and coordination of the kernel project.
-
D.
Linux kernel staging tree
The Linux kernel staging tree is a development area within the Linux kernel project where new or experimental drivers and subsystems are maintained and refined before being merged into the main kernel.
-
E.
Linux kernel subsystem maintainers
Linux kernel subsystem maintainers are developers responsible for overseeing, reviewing, and integrating changes within specific areas of the Linux kernel codebase.
- 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 5.15.y series Triple: [Linux kernel stable releases, example, Linux kernel 5.15.y series]
Generated description
The Linux kernel 5.15.y series is a long-term support (LTS) branch of the Linux kernel that receives ongoing maintenance updates, bug fixes, and security patches while preserving a stable API and feature set.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linux kernel 5.15.y series Target entity description: The Linux kernel 5.15.y series is a long-term support (LTS) branch of the Linux kernel that receives ongoing maintenance updates, bug fixes, and security patches while preserving a stable API and feature set.
-
A.
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.
-
B.
Linux kernel
chosen
The Linux kernel is the core open-source component of the Linux operating system, managing hardware resources and providing essential services for user applications.
-
C.
Linux Kernel Mailing List (LKML)
The Linux Kernel Mailing List (LKML) is the primary public forum where Linux kernel developers worldwide discuss design, development, patches, and coordination of the kernel project.
-
D.
Linux kernel staging tree
The Linux kernel staging tree is a development area within the Linux kernel project where new or experimental drivers and subsystems are maintained and refined before being merged into the main kernel.
-
E.
Linux kernel subsystem maintainers
Linux kernel subsystem maintainers are developers responsible for overseeing, reviewing, and integrating changes within specific areas of the Linux kernel codebase.
- 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb61561848190aba7250f3b3c4ed5 |
completed | April 2, 2026, 12:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d5c6fdc81909b44d0b321201222 |
completed | April 5, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_69d23eb1c1f481908404225dcccd0697 |
completed | April 5, 2026, 10:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d242aea6a08190a73a836e59865c35 |
completed | April 5, 2026, 11:08 a.m. |
Created at: March 30, 2026, 8:45 p.m.