Triple
T11100183
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yocto Project |
E262480
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
OpenEmbedded
OpenEmbedded is a build framework and metadata layer used to create custom Linux distributions for embedded devices.
|
E905429
|
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: OpenEmbedded | Statement: [Yocto Project, relatedTo, OpenEmbedded]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenEmbedded Context triple: [Yocto Project, relatedTo, OpenEmbedded]
-
A.
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.
-
B.
Buildroot
Buildroot is an open-source tool that automates the process of generating custom, lightweight Linux systems for embedded devices.
-
C.
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.
-
D.
embedded Linux
Embedded Linux is a lightweight, customizable version of the Linux operating system designed to run on resource-constrained embedded devices such as routers, IoT hardware, and consumer electronics.
-
E.
Alpine Linux
Alpine Linux is a lightweight, security-focused Linux distribution designed for simplicity, resource efficiency, and containerized environments.
- 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: OpenEmbedded Triple: [Yocto Project, relatedTo, OpenEmbedded]
Generated description
OpenEmbedded is a build framework and metadata layer used to create custom Linux distributions for embedded devices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OpenEmbedded Target entity description: OpenEmbedded is a build framework and metadata layer used to create custom Linux distributions for embedded devices.
-
A.
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.
-
B.
Buildroot
Buildroot is an open-source tool that automates the process of generating custom, lightweight Linux systems for embedded devices.
-
C.
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.
-
D.
embedded Linux
Embedded Linux is a lightweight, customizable version of the Linux operating system designed to run on resource-constrained embedded devices such as routers, IoT hardware, and consumer electronics.
-
E.
Alpine Linux
Alpine Linux is a lightweight, security-focused Linux distribution designed for simplicity, resource efficiency, and containerized environments.
- 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.