Source register

Checked on 19 September 2026. These are starting sources for the two research tasks, not an exhaustive bibliography. Mutable documentation should be version-pinned again when experiments are run. Source content has not been bundled or redistributed.

S01 — Ask OKF architecture decision

Type: Pinned project architecture

Source: https://github.com/chris-page-gov/okf-explorer/blob/905e680f6d3ad385de9b8effc351566eba0ab2b3/docs/adr-ask-okf-context-assembly.md

Scope and boundaries of deterministic context assembly.

S02 — Ask OKF context types

Type: Pinned implementation

Source: https://github.com/chris-page-gov/okf-explorer/blob/905e680f6d3ad385de9b8effc351566eba0ab2b3/apps/okf-explorer/src/lib/context/types.ts

The existing package, record, assertion and requirement types.

S03 — Ask OKF context engine

Type: Pinned implementation

Source: https://github.com/chris-page-gov/okf-explorer/blob/905e680f6d3ad385de9b8effc351566eba0ab2b3/apps/okf-explorer/src/lib/context/index.ts

Inspected definitions include budgets, validation, canonicalisation and phrase resolution; not a completed code audit.

S04 — Ask OKF interface and page-tool verification

Type: Project test receipt

Source: https://github.com/chris-page-gov/okf-explorer/blob/905e680f6d3ad385de9b8effc351566eba0ab2b3/docs/ask-okf-ui-verification.md

Reports local verification; explicitly separates deployment and actual AI-host invocation.

S05 — Ask OKF pre-implementation gap analysis

Type: Historical project analysis

Source: https://github.com/chris-page-gov/okf-explorer/blob/905e680f6d3ad385de9b8effc351566eba0ab2b3/docs/ask-okf-gap-analysis-2026-09-16.md

The recorded producer-modelling gap must not be mistaken for a present-day benefits ruling.

S06 — Mike Stonebraker interview — publisher transcript

Type: Primary interview transcript

Source: https://www.developing.dev/p/turing-award-winner-postgres-disagreeing

Published 20 April 2026. Interview opinions require evaluation, not automatic adoption.

S07 — DBOS academic project

Type: Research programme

Source: https://dbos-project.github.io/

Academic publications and code, distinct from the product ecosystem.

S08 — DBOS architecture

Type: Current supplier documentation

Source: https://docs.dbos.dev/architecture

Workflow architecture, recovery, versioning and storage considerations.

S09 — DBOS steps

Type: Current supplier documentation

Source: https://docs.dbos.dev/python/tutorials/step-tutorial

Python step behaviour. Verify TypeScript equivalents before implementation.

S10 — DBOS datasource transactions

Type: Current supplier documentation

Source: https://docs.dbos.dev/python/tutorials/transaction-tutorial

Atomic recording of supported database transactions; not arbitrary external effects.

S11 — Benchmarking How Workflow Execution Scales on Postgres

Type: Supplier benchmark

Source: https://www.dbos.dev/blog/benchmarking-workflow-execution-scalability-on-postgres

No-op workflow and queue experiments, not BEP assembly or service-capacity measurements.

S12 — Consistency and Correctness in Data-Oriented Workflow Systems

Type: CIDR 2026 research paper

Source: https://www.vldb.org/cidrdb/papers/2026/p9-stonebraker.pdf

Workflow guarantees and a prototype. Not a blanket statement of released product functionality.

S13 — OLTP Through the Looking Glass 16 Years Later: Communication is the New Bottleneck

Type: CIDR 2025 research paper

Source: https://vldb.org/cidrdb/papers/2025/p17-zhou.pdf

End-to-end communication and isolation overheads in studied transaction workloads.

S14 — Nanopublications

Type: Project specification overview

Source: https://nanopub.net/

Atomic assertions with provenance and publication metadata.

S15 — PROV-DM: The PROV Data Model

Type: W3C Recommendation

Source: https://www.w3.org/TR/prov-dm/

Interoperable provenance modelling.

S16 — Trusty URIs: Verifiable, Immutable, and Permanent Digital Artifacts for Linked Data

Type: Research paper

Source: https://arxiv.org/abs/1401.5775

Hash-bound linked artefacts; integrity and identity are not truth.

S17 — RO-Crate 1.2

Type: Community specification

Source: https://www.researchobject.org/ro-crate/specification/1.2/

Research-object packaging and linked metadata.

S18 — ProvSQL

Type: Primary project documentation

Source: https://provsql.org/

Database query lineage; not automatic semantic validation of source assertions.

S19 — Sufficient Context: A New Lens on Retrieval Augmented Generation Systems

Type: Research paper; version 3, April 2025

Source: https://arxiv.org/abs/2411.06037

Separates insufficient evidence from failures to use available context.

S20 — Measuring Attribution in Natural Language Generation Models

Type: Research paper

Source: https://arxiv.org/abs/2112.12870

Attributable to Identified Sources (AIS), including human-evaluation guidance.

S21 — Enabling Large Language Models to Generate Text with Citations

Type: Research paper

Source: https://arxiv.org/abs/2305.14627

ALCE citation and generation evaluation.

S22 — ChatGPT Voice

Type: Current OpenAI product documentation

Source: https://help.openai.com/en/articles/20001274

Distinguishes voice experiences and their capabilities; no Ask OKF invocation was tested.

S23 — Connected apps in ChatGPT

Type: Current OpenAI product documentation

Source: https://help.openai.com/en/articles/11487775-connectors-in-chatgpt

Voice support depends on the app and available features.

S24 — GraphRAG local search

Type: Primary project documentation

Source: https://microsoft.github.io/graphrag/query/local_search/

Combines graph and text context; not equivalent to the proposed BEP guarantees.

S25 — Lost in the Middle: How Language Models Use Long Contexts

Type: Research paper

Source: https://arxiv.org/abs/2307.03172

A reason to test evidence order and length on the actual consumer model.

S26 — RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation

Type: Research paper

Source: https://arxiv.org/abs/2310.04408

Context compression and selective use as experimental comparators.

S27 — From OKE Alerts to RCA Drafts: Building a Guardrailed OpenClaw Incident Assistant on OCI

Type: Supplier reference implementation

Source: https://blogs.oracle.com/cloud-infrastructure/oke-incident-postmortem-autopilot-openclaw-genai

An explicit use of bounded evidence packages; not an interoperability standard.

S28 — RFC 8785: JSON Canonicalization Scheme

Type: IETF-stream informational RFC

Source: https://www.rfc-editor.org/rfc/rfc8785

Canonical JSON representation; application-level array semantics still need definition.

S29 — MCP Tools specification, 2026-07-28

Type: Protocol specification

Source: https://modelcontextprotocol.io/specification/2026-07-28/server/tools

Structured results and output schemas; client support remains a separate question.

S30 — PostgreSQL: Sorting Rows

Type: PostgreSQL official documentation

Source: https://www.postgresql.org/docs/current/queries-order.html

Explicit ordering is required where result order matters.

S31 — PostgreSQL: Transaction Isolation

Type: PostgreSQL official documentation

Source: https://www.postgresql.org/docs/current/transaction-iso.html

Read consistency and snapshot semantics.

S32 — PostgreSQL: Materialized Views

Type: PostgreSQL official documentation

Source: https://www.postgresql.org/docs/current/rules-materializedviews.html

Stored query results and refresh behaviour.

S33 — Appropriate Uses For SQLite

Type: SQLite official documentation

Source: https://www.sqlite.org/whentouse.html

Embedded storage and deployment trade-offs.

S34 — DBOS TypeScript library

Type: Product source repository

Source: https://github.com/dbos-inc/dbos-transact-ts

Repository metadata inspected; no library benchmark or comprehensive code audit performed.