Triple
T22445622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fuchsia |
E554855
|
entity |
| Predicate | usesDriverFramework |
P130759
|
FINISHED |
| Object | Fuchsia Driver Framework |
—
|
NE NERFINISHED |
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: Fuchsia Driver Framework | Statement: [Fuchsia, usesDriverFramework, Fuchsia Driver Framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fuchsia Driver Framework Context triple: [Fuchsia, usesDriverFramework, Fuchsia Driver Framework]
-
A.
I/O Kit
I/O Kit is macOS and iOS’s object-oriented driver framework that manages hardware devices and their interaction with the operating system.
-
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.
Open Firmware
Open Firmware is a platform-independent boot firmware standard, based on the Forth programming language, used to initialize hardware and load operating systems on various computer systems.
-
D.
QNX
QNX is a commercial, real-time, microkernel-based operating system widely used in embedded and safety-critical applications such as automotive, industrial, and medical systems.
-
E.
FlexOS
FlexOS is a modular, real-time, multiuser operating system developed by Digital Research as a more advanced, flexible successor to its earlier CP/M-based systems.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fuchsia Driver Framework Target entity description: Fuchsia Driver Framework is the component-based system in Google's Fuchsia OS that manages hardware drivers, their lifecycle, and their interaction with the rest of the operating system.
-
A.
I/O Kit
I/O Kit is macOS and iOS’s object-oriented driver framework that manages hardware devices and their interaction with the operating system.
-
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.
Open Firmware
Open Firmware is a platform-independent boot firmware standard, based on the Forth programming language, used to initialize hardware and load operating systems on various computer systems.
-
D.
QNX
QNX is a commercial, real-time, microkernel-based operating system widely used in embedded and safety-critical applications such as automotive, industrial, and medical systems.
-
E.
FlexOS
FlexOS is a modular, real-time, multiuser operating system developed by Digital Research as a more advanced, flexible successor to its earlier CP/M-based systems.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesDriverFramework Context triple: [Fuchsia, usesDriverFramework, Fuchsia Driver Framework]
-
A.
hasDriver
Indicates that an entity is operated, controlled, or driven by a specific person or agent.
-
B.
hasDevelopmentDriver
Indicates that one entity serves as a driving factor, cause, or motivator for the development, growth, or advancement of another entity.
-
C.
hasFrameworkInstrument
chosen
Indicates that one entity uses or is associated with a specific framework as the instrument or means for performing an action or achieving a result.
-
D.
hasNotableDriver
Indicates that an entity is associated with a driver who is notable or distinguished in some recognized way.
-
E.
supportsDriverType
Indicates that one entity is compatible with, or able to operate using, a specified type of driver.
- F. None of above.
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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b46e8ac8190bfa8c611ffcba822 |
completed | April 29, 2026, 1:13 a.m. |
| PD | Predicate disambiguation | batch_69e898ad961c819098fd1e46129bddcc |
completed | April 22, 2026, 9:45 a.m. |
Created at: April 16, 2026, 8:47 p.m.