Triple
T11100156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yocto Project |
E262480
|
entity |
| Predicate | includesComponent |
P1393
|
FINISHED |
| Object |
BitBake
BitBake is a build engine and task scheduler widely used in embedded Linux development to generate complete, customizable system images from layered metadata.
|
E905428
|
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 | Statement: [Yocto Project, includesComponent, BitBake]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BitBake Context triple: [Yocto Project, includesComponent, BitBake]
-
A.
Buildroot
Buildroot is an open-source tool that automates the process of generating custom, lightweight Linux systems for embedded devices.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Triple: [Yocto Project, includesComponent, BitBake]
Generated description
BitBake is a build engine and task scheduler widely used in embedded Linux development to generate complete, customizable system images from layered metadata.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BitBake Target entity description: BitBake is a build engine and task scheduler widely used in embedded Linux development to generate complete, customizable system images from layered metadata.
-
A.
Buildroot
Buildroot is an open-source tool that automates the process of generating custom, lightweight Linux systems for embedded devices.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_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_69e42d6d03788190acc9748a3ba0d0ab |
completed | April 19, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69e42f3dd02c8190b40bc692c24b2ff4 |
completed | April 19, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4375eaf448190a17f8df1e83145e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:27 p.m.