Triple
T12135946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kristian Høgsberg |
E289056
|
entity |
| Predicate | hasWorkedOn |
P922
|
FINISHED |
| Object |
Linux graphics stack
The Linux graphics stack is the collection of software components—including the kernel’s DRM subsystem, Mesa, display servers like X.Org and Wayland, and related drivers—that together manage rendering and displaying graphics on Linux systems.
|
E966488
|
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 graphics stack | Statement: [Kristian Høgsberg, hasWorkedOn, Linux graphics stack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linux graphics stack Context triple: [Kristian Høgsberg, hasWorkedOn, Linux graphics stack]
-
A.
Linux desktop environments
Linux desktop environments are graphical user interface systems for Linux that provide window management, panels, menus, and integrated applications to create a complete desktop experience.
-
B.
DRI (Direct Rendering Infrastructure)
DRI (Direct Rendering Infrastructure) is a framework in the X Window System that enables direct, hardware-accelerated 3D rendering by allowing applications to access graphics hardware securely and efficiently.
-
C.
X.Org Server
X.Org Server is the widely used open-source display server that implements the X Window System (X11) on Unix-like operating systems.
-
D.
GNOME desktop environment
The GNOME desktop environment is a popular, user-friendly and modern graphical desktop interface for Unix-like operating systems, emphasizing simplicity, accessibility, and integration.
-
E.
Metal graphics API
Metal graphics API is Apple’s low-level, high-performance framework for 3D graphics and GPU-accelerated computing on its devices.
- 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 graphics stack Triple: [Kristian Høgsberg, hasWorkedOn, Linux graphics stack]
Generated description
The Linux graphics stack is the collection of software components—including the kernel’s DRM subsystem, Mesa, display servers like X.Org and Wayland, and related drivers—that together manage rendering and displaying graphics on Linux systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linux graphics stack Target entity description: The Linux graphics stack is the collection of software components—including the kernel’s DRM subsystem, Mesa, display servers like X.Org and Wayland, and related drivers—that together manage rendering and displaying graphics on Linux systems.
-
A.
Linux desktop environments
Linux desktop environments are graphical user interface systems for Linux that provide window management, panels, menus, and integrated applications to create a complete desktop experience.
-
B.
DRI (Direct Rendering Infrastructure)
DRI (Direct Rendering Infrastructure) is a framework in the X Window System that enables direct, hardware-accelerated 3D rendering by allowing applications to access graphics hardware securely and efficiently.
-
C.
X.Org Server
X.Org Server is the widely used open-source display server that implements the X Window System (X11) on Unix-like operating systems.
-
D.
GNOME desktop environment
The GNOME desktop environment is a popular, user-friendly and modern graphical desktop interface for Unix-like operating systems, emphasizing simplicity, accessibility, and integration.
-
E.
Metal graphics API
Metal graphics API is Apple’s low-level, high-performance framework for 3D graphics and GPU-accelerated computing on its devices.
- 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_69d6ab4b5e4c81909950b17151eb0951 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9158dd00c819082651891898b91bb |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f68eab98819086a480a90312c3fe |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f6017f89d88190b766af7828794d87 |
completed | May 2, 2026, 1:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60232d89881909f254da6deb7f321 |
completed | May 2, 2026, 1:54 p.m. |
Created at: April 8, 2026, 9:49 p.m.