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vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-aimos

opencode:14334

This dossier keeps one entity, its published attributes, every direct edge and the supporting source snapshots under a stable URL.

Entity type · RepositoryPublic dossier · indexable12 Nov 2026, 10:00

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality
3direct evidenced connections
3exact-identifier edges
4referenced source snapshots
5published attributes
ONE-HOP EVIDENCE

Every direct connection and its proof

The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:462f805322046dba6df17f14
Relationshipdeclares a dependency
Software packageLightGBM
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14334@503d75cf4ac9f9f8caee28943e273e8cb55223ed:pypi:lightgbm
Open related dossier ↗
Exact identifieredge:ba58fa2eb48457b6be7c6fdc
Relationshipdeclares a dependency
Software packagescikit-learn
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14334@503d75cf4ac9f9f8caee28943e273e8cb55223ed:pypi:scikit-learn
Open related dossier ↗
Exact identifieredge:dda7ba220c36c0ab9bf798a5
Relationshipdeclares a dependency
Software packageXGBoost
Package identity in the repository commit manifest

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:14334@503d75cf4ac9f9f8caee28943e273e8cb55223ed:pypi:xgboost
Open related dossier ↗
PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Ai Package Count
3
Commit Sha
503d75cf4ac9f9f8caee28943e273e8cb55223ed
Last Activity At
2026-11-11T20:29:46.576Z
Path With Namespace
vernetzte-stadt-gelsenkirchen/urban.ki/urban.ki-aimos
Tree Complete
true
PROVENANCE

Inspect the source snapshots

A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.

02
german-public-sector-ai-dependency-atlasopencode:14334@503d75cf4ac9f9f8caee28943e273e8cb55223ed:pypi:lightgbm · repository_commit_manifest_package_identity
↗Open original source
03
german-public-sector-ai-dependency-atlasopencode:14334@503d75cf4ac9f9f8caee28943e273e8cb55223ed:pypi:scikit-learn · repository_commit_manifest_package_identity
↗Open original source
04
german-public-sector-ai-dependency-atlasopencode:14334@503d75cf4ac9f9f8caee28943e273e8cb55223ed:pypi:xgboost · repository_commit_manifest_package_identity
↗Open original source

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