Companion reference implementation for the Executable Trust research paper, demonstrating executable trust contracts, runtime governance, and reproducible evaluation for enterprise AI.
5L-TEP Layer 2 (Semantic Policies): domain rules crossing CKAN open data portals, with signals to review, source integrity and record numbers only
5L-TEP Layer 1 (Structural Contracts) applied to the ANEEL open data portal: second instance of 5ltep-layer1 (control case)
5L-TEP Layer 2 (Semantic Policies) applied to the open data portal of the city of Recife: another instance of 5ltep-layer2 (control case)
5L-TEP Layer 1 (Structural Contracts): schema maturity census, dictionary readers and Table Schema validation for CKAN open data portals
5L-TEP Layer 2 (Semantic Policies) applied to the ANEEL open data portal: another instance of 5ltep-layer2 (control case)
5L-TEP Layer 1 (Structural Contracts) applied to the Recife open data portal: second instance of 5ltep-layer1 (control case)
5L-TEP Layer 3 applied to ANEEL infraction notices: second instance of 5ltep-layer3 (control case)
5L-TEP Layer 1 model benchmark: which local LLM best turns PDF data dictionaries into field lists on a free CPU runner
5 Layers Trust Engineering Pyramid - Layer 3 Toolkit (anomaly detection + local LLM-as-a-Judge + human-in-the-loop)
5L-TEP Layer 3: monthly benchmark of local LLMs for the LLM-as-a-Judge (gold set, production prompt, Ollama / llama.cpp / Bonsai)
5L-TEP Layer 4 (Observability & Provenance) applied to the Recife open data portal: another instance of 5ltep-layer4 (control case)
5L-TEP Layer 4 (Observability & Provenance) applied to the ANEEL open data portal: another instance of 5ltep-layer4 (control case)
To associate your repository with the trust-engineering topic, visit your repo's landing page and select "manage topics."