Triple

T1724519
Position Surface form Disambiguated ID Type / Status
Subject Greg Kroah-Hartman E37466 entity
Predicate worksOn P3 FINISHED
Object Linux kernel USB subsystem
The Linux kernel USB subsystem is the core component of the Linux operating system responsible for managing USB hardware, drivers, and data transfer between USB devices and the system.
E195195 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 USB subsystem | Statement: [Greg Kroah-Hartman, worksOn, Linux kernel USB subsystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linux kernel USB subsystem
Context triple: [Greg Kroah-Hartman, worksOn, Linux kernel USB subsystem]
  • 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. USB Implementers Forum
    The USB Implementers Forum is a non-profit industry consortium that develops, maintains, and promotes USB specifications and compliance programs for hardware and software manufacturers.
  • C. USB
    USB (Universal Serial Bus) is a widely adopted industry standard for cables, connectors, and communication protocols used to connect, power, and transfer data between computers and electronic devices.
  • D. 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.
  • E. USB 3.2
    USB 3.2 is a high-speed Universal Serial Bus standard that significantly increases data transfer rates and improves performance and efficiency over earlier USB versions.
  • 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 USB subsystem
Triple: [Greg Kroah-Hartman, worksOn, Linux kernel USB subsystem]
Generated description
The Linux kernel USB subsystem is the core component of the Linux operating system responsible for managing USB hardware, drivers, and data transfer between USB devices and the system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linux kernel USB subsystem
Target entity description: The Linux kernel USB subsystem is the core component of the Linux operating system responsible for managing USB hardware, drivers, and data transfer between USB devices and the system.
  • 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. FUSE (Filesystem in Userspace)
    FUSE (Filesystem in Userspace) is a Linux kernel interface and accompanying user-space library that allows non-privileged users to create and run custom filesystems without modifying kernel code.
  • C. 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.
  • D. USB Implementers Forum
    The USB Implementers Forum is a non-profit industry consortium that develops, maintains, and promotes USB specifications and compliance programs for hardware and software manufacturers.
  • E. 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.
  • 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.