Triple
T9945487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greg Kroah-Hartman |
E195192
|
entity |
| Predicate | hasGivenTalksOn |
P3281
|
FINISHED |
| Object | Linux kernel development |
E193768
|
NE FINISHED |
How this triple was built (2 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 development | Statement: [Greg Kroah-Hartman, hasGivenTalksOn, Linux kernel development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linux kernel development Context triple: [Greg Kroah-Hartman, hasGivenTalksOn, Linux kernel development]
-
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 kernel subsystems
Linux kernel subsystems are the major modular components of the Linux operating system’s core, each responsible for specific low-level functionalities such as process management, device drivers, filesystems, and networking.
-
C.
Linux kernel community
chosen
The Linux kernel community is a global, collaborative group of developers and maintainers who design, implement, review, and support the core operating system kernel used by numerous Linux distributions and devices.
-
D.
Linux kernel documentation
Linux kernel documentation is the official collection of guides, references, and technical manuals that explain the design, interfaces, and usage of the Linux kernel for developers and system integrators.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d269e28f0081908244f9f469b15ec1 |
completed | April 5, 2026, 1:55 p.m. |
Created at: March 30, 2026, 8:45 p.m.