Dataset
Steel inspection document Mapro
This dataset documents the conversion of a steel product inspection document from the **Manufacturing-X dataspace** into a **[PMDCo](https://github.com/materialdigital/core-ontology)**-conformant knowledge graph. The source data is an [Asset Administration Shell (AAS) inspection document](https://dataportal.material-digital.de/dataset/source record/resource/source record/download/inspectiondocument_316_4401_alloy.json) for cold-rolled stainless steel 316/4401, conforming to the EN 10204 standard as used in the Manufacturing-X dataspace. ## Conversion Pipeline 1. The [AAS inspection document](https://dataportal.material-digital.de/dataset/source record/resource/source record/download/inspectiondocument_316_4401_alloy.json) is loaded into a triplestore using the [AAS2KG tool](https://github.com/MI-FraunhoferIWM/AAS2KG-inspection-documents-of-steel-products) 2. A [SPARQL CONSTRUCT query](https://dataportal.material-digital.de/dataset/source record/resource/source record/download/inspectiondocument_aas2kg_mapping.sparql) transforms the AAS RDF into PMDCo-conformant triples, extracting mechanical properties (tensile strength, yield strength, elongation) and chemical composition (9 elements) as PMDCo quality entities with QUDT-typed measurement datums 3. The [output graph](https://dataportal.material-digital.de/dataset/source record/resource/source record/download/inspectiondocument_316_4401_alloy_pmdcore.ttl) is a standalone PMDCo knowledge graph of the stainless steel material ## Part of Cross-Dataspace Demonstration This dataset is part of a three-dataset series: - [cross-project-use-case](https://dataportal.material-digital.de/dataset/cross-project-use-case) — Catena-X SAMM → PMDCo conversion - **This dataset** — Manufacturing-X AAS → PMDCo conversion - [pmd-x-cross-dataspace-demo](https://dataportal.material-digital.de/dataset/pmd-x-cross-dataspace-demo) — joint assembly graph and cross-dataspace SPARQL queries The pipeline is demonstrated here https://github.com/MI-FraunhoferIWM/AAS2KG-inspection-documents-of-steel-products and the RDF data generated is exported into DSMS platform https://pmdx.materials-data.space/knowledge/dataset/inspectiondocument316-4401bb791e14-2532-46c7-a7ea-82d332bd35d3-bfbb73ef
Dataset identity
- Stable URI
-
https://datagraph.dev.matportal.org/id/dataset/steel-inspection-document-maproOpen - Portal page
-
/datasets/steel-inspection-document-maproOpen - RDF Turtle
-
https://datagraph.dev.matportal.org/data/dataset/steel-inspection-document-mapro.ttlOpen - License
- Reuse license not specified
- Publisher
- EDCar
- Published by
- admin
- Project
- EDCar
- Version
- Not specified
- Identifier
- a725c4a1-a463-47f8-bad3-fe84b73ef0d3
Use this dataset
To work with this dataset in scripts or Jupyter notebooks, copy the public RDF Turtle URL or use the SPARQL query template below.
- RDF URL
-
https://datagraph.dev.matportal.org/data/dataset/steel-inspection-document-mapro.ttl - Named Graph
-
https://datagraph.dev.matportal.org/id/graph/steel-inspection-document-mapro/inspectiondocument-316-4401-alloy-pmdcore-929c0b99
SPARQL query template
SELECT ?s ?p ?o WHERE {
VALUES ?g { <https://datagraph.dev.matportal.org/id/graph/steel-inspection-document-mapro/inspectiondocument-316-4401-alloy-pmdcore-929c0b99> }
GRAPH ?g { ?s ?p ?o }
}
LIMIT 100
Related ontologies and catalogue context
No categories, slices, or related ontology links have been published for this dataset yet.
Files & access
5 file/access itemsInspectionDocument_316_4401_alloy.json
3.1 Inspection certificate represented as AAS. This data was used as an input to AAS2RDF converter along with SPARQL Construct mapping to generate RDF data. The AAS JSON includes only Product information, Material properties and Chemical composition values for demonstrative purpose.
InspectionDocument_AAS2KG_mapping.sparql
SPARQL construct mapping to convert steel inspection document AAS into PMDCore based knowledge graph. This serves as input to AAS2KG converter along with AAS json.
InspectionDocument_316_4401_alloy_PMDCore.ttl
PMDCore knowledge graph representation of Steel inspection document. This turtle file comes as output from AAS2KG converter pipeline.
SPARQL
Public file, distribution, or access URL
InspectionDocument_316_4401_alloy_PMDCore.ttl
Public file, distribution, or access URL
File preview
Preview metadata is available, but no preview rows were returned.
Named graphs
Query this data| Graph URI | Status | Triples | RDF resources |
|---|---|---|---|
https://datagraph.dev.matportal.org/id/graph/steel-inspection-document-mapro/inspectiondocument-316-4401-alloy-pmdcore-929c0b99
|
published | 121 | 61 |
RDF resources
Ask this dataset with GraphRAG
GraphRAG searches MatPortal's public dataset metadata, named graph metadata, indexed RDF resources, and facts. It does not copy or vectorize every external file or raw distribution.
Ask a question above to get a graph-aware answer and a safe SPARQL starting point.
Indexed sources
- Dataset Metadata
- Distribution
- Distribution
- Distribution
- Distribution
- Distribution
- Named Graph
Query this dataset
Use the guarded public SPARQL workbench with a dataset graph template. Only read-only SELECT queries with limits are accepted.
SELECT ?s ?p ?o WHERE {
VALUES ?g { <https://datagraph.dev.matportal.org/id/graph/steel-inspection-document-mapro/inspectiondocument-316-4401-alloy-pmdcore-929c0b99> }
GRAPH ?g { ?s ?p ?o }
}
LIMIT 100
Open in SPARQL workbench
Graph-aware Q&A readiness
- Dataset Metadata
- Distribution
- Distribution
- Distribution
- Distribution
- Distribution
- Named Graph
Dataset quality and readiness
- Score
- 73%
- Maturity
- review_ready
- Publication boundary
- Public output is derived from reviewed public dataset/resource/graph metadata only.
Checks and recommendations
- Core metadata completeness
- Persistent identifier and citation readiness
- License availability
- File, service, or access-resource links
- Ontology and linked-data context
- Unit and quantity-kind validation
- Governance and review state
Dataset FAIR assessment
FAIR assessment is not available yet.
Unit profile
{
"valid": true,
"score": 1.0,
"checked_fields": [],
"issues": [],
"profile": "matportal-materials-qudt-lite-v1"
}
Semantic dataset passport
- Passport ID
- steel-inspection-document-mapro
- DCAT
- https://datagraph.dev.matportal.org/id/dataset/steel-inspection-document-mapro
- Review status
- published
Semantic mirror manifest
{
"@context": {
"dcterms": "http://purl.org/dc/terms/",
"dcat": "http://www.w3.org/ns/dcat#",
"prov": "http://www.w3.org/ns/prov#",
"matportal": "https://w3id.org/matportal/schema#"
},
"id": "https://datagraph.dev.matportal.org/api/v1/datasets/steel-inspection-document-mapro/mirror-package",
"type": "matportal:SemanticMirrorPackage",
"dataset": "https://datagraph.dev.matportal.org/datasets/steel-inspection-document-mapro",
"dataset_slug": "steel-inspection-document-mapro",
"generated_at": "2026-07-16T21:43:39.623470+00:00",
"raw_data_policy": "linked-only; no raw data copied by this package",
"publication_boundary": "review artefact; downstream data-space publication remains governed",
"contains": [
"dcat-jsonld",
"datacite-style-metadata",
"ro-crate-metadata",
"ckan-package-json",
"edc-asset-json",
"aas-submodel-semantic-ids",
"sssom-mapping-snapshot",
"shacl-shape-scaffold",
"review-record"
],
"counts": {
"resources": 5,
"graphs": 1,
"indexed_entities": 61,
"mappings": 0,
"unit_fields_checked": 0
},
"source_authority": "MatPortal dataset metadata and linked external providers remain authoritative; connector cards preserve source links."
}
Material identity crosswalk
No public material identity crosswalk entries are linked to this dataset yet.
Machine access
Raw public metadata
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