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.