Triple

T11100153
Position Surface form Disambiguated ID Type / Status
Subject Yocto Project E262480 entity
Predicate basedOn P98 FINISHED
Object BitBake build tool
BitBake build tool is a task executor and metadata-driven build engine primarily used to assemble complete Linux distributions from source in embedded and custom OS development workflows.
E262480 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: BitBake build tool | Statement: [Yocto Project, basedOn, BitBake build tool]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BitBake build tool
Context triple: [Yocto Project, basedOn, BitBake build tool]
  • A. Ninja build system
    Ninja build system is a fast, low-level build tool designed for speed and efficiency, commonly used as a backend by higher-level build systems like CMake for large software projects.
  • B. Arch Build System
    Arch Build System is a collection of tools and scripts used to build, package, and distribute software for Arch Linux from source using PKGBUILDs.
  • C. Yocto Project
    Yocto Project is an open source collaboration project that provides tools and templates for creating custom Linux-based systems for embedded and IoT devices.
  • D. Meson build system
    Meson build system is a modern, high-level build system focused on speed, simplicity, and user-friendliness, commonly used for compiling and configuring software projects across multiple platforms.
  • E. Buildpack
    A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
  • 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: BitBake build tool
Triple: [Yocto Project, basedOn, BitBake build tool]
Generated description
BitBake build tool is a task executor and metadata-driven build engine primarily used to assemble complete Linux distributions from source in embedded and custom OS development workflows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BitBake build tool
Target entity description: BitBake build tool is a task executor and metadata-driven build engine primarily used to assemble complete Linux distributions from source in embedded and custom OS development workflows.
  • A. Ninja build system
    Ninja build system is a fast, low-level build tool designed for speed and efficiency, commonly used as a backend by higher-level build systems like CMake for large software projects.
  • B. Arch Build System
    Arch Build System is a collection of tools and scripts used to build, package, and distribute software for Arch Linux from source using PKGBUILDs.
  • C. Yocto Project chosen
    Yocto Project is an open source collaboration project that provides tools and templates for creating custom Linux-based systems for embedded and IoT devices.
  • D. Meson build system
    Meson build system is a modern, high-level build system focused on speed, simplicity, and user-friendliness, commonly used for compiling and configuring software projects across multiple platforms.
  • E. Buildpack
    A buildpack is a modular set of scripts and configuration used to detect, compile, and prepare application code for deployment on platforms-as-a-service.
  • 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_69d6aa9a40d88190a373e2c7e48285db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a29ee6c819092bc0da3f9255389 completed April 9, 2026, 12:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7f9b46881909761ed448fa5ce6e completed April 18, 2026, 8:22 p.m.
NEDg Description generation batch_69e3f2cbb4708190a328cff473104d14 completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f497a01881909d1dae70a02e5f97 completed April 18, 2026, 9:16 p.m.
Created at: April 8, 2026, 9:27 p.m.