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.