Triple
T10167768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ubus message bus |
E235249
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
libubus
libubus is a client-side C library that provides an API for interacting with the ubus message bus used in OpenWrt for lightweight inter-process communication.
|
E235249
|
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: libubus | Statement: [ubus message bus, hasComponent, libubus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: libubus Context triple: [ubus message bus, hasComponent, libubus]
-
A.
ubus message bus
ubus message bus is a lightweight inter-process communication system used in OpenWrt to allow system components and services to communicate and exchange configuration and status information.
-
B.
uClibc
uClibc is a compact C standard library implementation designed for embedded Linux systems and other resource-constrained environments.
-
C.
D-Bus
D-Bus is an inter-process communication (IPC) system that allows multiple programs to communicate and coordinate with each other on the same machine, widely used in Linux desktop and system components.
-
D.
U-Boot
U-Boot is an open-source universal bootloader commonly used to initialize and load operating systems on embedded systems and single-board computers.
-
E.
libSystem
libSystem is the core system library in Darwin-based operating systems (like macOS and iOS), providing fundamental C runtime, POSIX, and low-level system interfaces used by nearly all user-space programs.
- 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: libubus Triple: [ubus message bus, hasComponent, libubus]
Generated description
libubus is a client-side C library that provides an API for interacting with the ubus message bus used in OpenWrt for lightweight inter-process communication.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: libubus Target entity description: libubus is a client-side C library that provides an API for interacting with the ubus message bus used in OpenWrt for lightweight inter-process communication.
-
A.
ubus message bus
chosen
ubus message bus is a lightweight inter-process communication system used in OpenWrt to allow system components and services to communicate and exchange configuration and status information.
-
B.
uClibc
uClibc is a compact C standard library implementation designed for embedded Linux systems and other resource-constrained environments.
-
C.
D-Bus
D-Bus is an inter-process communication (IPC) system that allows multiple programs to communicate and coordinate with each other on the same machine, widely used in Linux desktop and system components.
-
D.
U-Boot
U-Boot is an open-source universal bootloader commonly used to initialize and load operating systems on embedded systems and single-board computers.
-
E.
libSystem
libSystem is the core system library in Darwin-based operating systems (like macOS and iOS), providing fundamental C runtime, POSIX, and low-level system interfaces used by nearly all user-space programs.
- 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_69ca84ceafd0819085828600e11bed6b |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdec6f64a48190883aefce58a65ca6 |
completed | April 2, 2026, 4:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d300ebacb88190850cf2242309b6ba |
completed | April 6, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69d30255c7408190a56764f3d3f36ee2 |
completed | April 6, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d30343f4b081909eb80c772f6847bd |
completed | April 6, 2026, 12:50 a.m. |
Created at: March 30, 2026, 9:10 p.m.