Triple

T1724518
Position Surface form Disambiguated ID Type / Status
Subject Greg Kroah-Hartman E37466 entity
Predicate worksOn P3 FINISHED
Object 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.
E195194 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 staging tree | Statement: [Greg Kroah-Hartman, worksOn, Linux kernel staging tree]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linux kernel staging tree
Context triple: [Greg Kroah-Hartman, worksOn, Linux kernel staging tree]
  • A. 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.
  • B. Dracut
    Dracut is a town in northeastern Massachusetts, United States, known for its suburban character and proximity to the city of Lowell.
  • C. GNU Hurd
    GNU Hurd is the GNU Project’s microkernel-based operating system server collection intended as a free Unix-like replacement, built to run on top of the Mach microkernel.
  • D. Linux
    Linux is a widely used open-source Unix-like operating system kernel that powers servers, desktops, mobile devices, and embedded systems around the world.
  • E. Greg Kroah-Hartman
    Greg Kroah-Hartman is a prominent Linux kernel developer best known as the long-time maintainer of the stable kernel branch and a key figure in the kernel community.
  • 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 staging tree
Triple: [Greg Kroah-Hartman, worksOn, Linux kernel staging tree]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linux kernel staging tree
Target entity description: 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.
  • A. 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.
  • B. Linux kernel community
    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.
  • 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. Red Hat Compatible Kernel
    Red Hat Compatible Kernel is a Linux kernel variant used in Oracle Linux that closely tracks and maintains compatibility with the Red Hat Enterprise Linux kernel.
  • E. linux-zen
    linux-zen is a performance- and responsiveness-optimized Linux kernel variant commonly used on Arch-based systems, particularly favored by desktop and gaming users.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635a5c8c8190b3fbf977a93838fd completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8aefefc881908acd48eebc67c6ec completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.