Triple

T9945472
Position Surface form Disambiguated ID Type / Status
Subject Greg Kroah-Hartman E195192 entity
Predicate contributedTo P37 FINISHED
Object Linux device drivers
Linux device drivers are kernel-level software components that enable the Linux operating system to communicate with and control a wide variety of hardware devices.
E196428 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 device drivers | Statement: [Greg Kroah-Hartman, contributedTo, Linux device drivers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linux device drivers
Context triple: [Greg Kroah-Hartman, contributedTo, Linux device drivers]
  • A. Linux kernel driver core
    The Linux kernel driver core is the central subsystem responsible for managing device drivers and their interaction with hardware and the rest of the kernel.
  • 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
    The Linux kernel is the core open-source component of the Linux operating system, managing hardware resources and providing essential services for user applications.
  • 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. Windows Driver Model
    Windows Driver Model is Microsoft’s unified framework for developing and managing device drivers across different versions of the Windows operating system.
  • 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 device drivers
Triple: [Greg Kroah-Hartman, contributedTo, Linux device drivers]
Generated description
Linux device drivers are kernel-level software components that enable the Linux operating system to communicate with and control a wide variety of hardware devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linux device drivers
Target entity description: Linux device drivers are kernel-level software components that enable the Linux operating system to communicate with and control a wide variety of hardware devices.
  • A. Linux kernel driver core chosen
    The Linux kernel driver core is the central subsystem responsible for managing device drivers and their interaction with hardware and the rest of the kernel.
  • 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
    The Linux kernel is the core open-source component of the Linux operating system, managing hardware resources and providing essential services for user applications.
  • 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. Windows Driver Model
    Windows Driver Model is Microsoft’s unified framework for developing and managing device drivers across different versions of the Windows operating system.
  • 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.