Data · dataset · 2025
Knowledge Base and RAG Evaluation Dataset
Listed in Tecnológico de Monterrey Data Hub
This dataset consists of two tabs: 1.
Description
Knowledge Base: This tab contains key terms (hypernyms), their associated skills (hyponyms), definitions and KSA-O classifications. It follows the structure of the dataset "Automotive Industry Skills Taxonomy" . 2.
Testing Set: This tab is used to evaluate a RAG (Retrieval-Augmented Generation) model that has access to the knowledge base from the first tab. Structure of the Testing Set (Tab 2):
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- Text: A hyponym (variation) of a skill.
- Label: Categorizes the text into one of three unique values based on its presence in the knowledge base: -New hypernym: A key term that does not exist in the knowledge base. -Existing hyponym : A variation of a skill that already exists in the knowledge base. -New hyponym: A new variation that can be mapped into an existing hypernym.
- Original_key: Original hypernym associated with the hyponyms in the "Text" column. The terms in this column correspond to existing pairings in the taxonomy from "Automotive Industry Skills Taxonomy".
Links
Where it is published
- Dataverse dataset page datahub.tec.mx/dataset.xhtml?persistentId=doi%3A10.57687%2FFK2%2FUEFAPU ↗
landing page · from datahub tec mx
- DOI doi.org/10.57687/fk2/uefapu ↗
DOI / persistent id · from datahub tec mx
Catalogue records · 1
- Dataverse API datahub.tec.mx/api/datasets/:persistentId/?persistentId=doi%3A10.57687%2FFK2%… ↗
metadata API · from datahub tec mx
Topics
- Stated by source
- Computer and Information Science · Education · Social Sciences
- From keywords
- Economics & Finance · Humanities · Life Sciences · Psychology & Behavioral Science · Social Science
- Inferred from text
- Information systems 69% · Text 75%
Provenance · 1 source records, 16 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Tecnológico de Monterrey Data Hub | doi:10.57687/FK2/UEFAPU | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4609 | enrichment · datahub tec mx | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].dataverse_subject:computer-and-information-science | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].dataverse_subject:education | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].dataverse_subject:social-sciences | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:economics-finance | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:humanities | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:life-sciences | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:psychology-behavioral | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /subjects |
| concepts[modality].local:modality:text | enrichment · datahub tec mx | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | |
| description | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /description |
| publication_date | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | |
| title | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | /name |
| updated_date | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 | |
| version_label | source · datahub tec mx | connector:datahub_tec_mx@1.0.0 |