# Citation

## Preferred citation

Public v2 identifies **Deshimaru Sakaguchi** as the creator and responsible maintainer of this release.

> Sakaguchi, D. (2026). *LLM Ambiguity Lab* (Version 2.0) [Interactive SANA OS research and educational reference implementation]. https://sana-os.org/llm-ambiguity-lab/

## Plain-text short form

> Deshimaru Sakaguchi, “LLM Ambiguity Lab v2.0,” 2026. https://sana-os.org/llm-ambiguity-lab/

## BibTeX

```bibtex
@software{sakaguchi_llm_ambiguity_lab_v2_2026,
  author  = {Sakaguchi, Deshimaru},
  title   = {LLM Ambiguity Lab},
  version = {2.0},
  year    = {2026},
  url     = {https://sana-os.org/llm-ambiguity-lab/},
  note    = {Interactive SANA OS research and educational reference implementation}
}
```

## Citing the v2 premise-alignment presentation

When discussing the specific v2 presentation of:

- `FACT / VIEW / CARE` premise roles;
- premise source, status, materiality, support state, and execution effect;
- `MAPPED`, `MAPPED_WITH_DIVERGENCE`, `PREMISE_CLARIFICATION_REQUIRED`, or `PREMISE_CONTEXT_INSUFFICIENT`;
- the premise-aware execution handoff;

cite this v2 release and identify the relevant concept in the surrounding text.

## Relationship to v1

LLM Ambiguity Lab v1 is a separate version and has a separate canonical URL:

https://deshimarusakaguchi.com/llm-ambiguity-lab/

v1 focuses on operational task ambiguity. v2 preserves that upstream layer and adds SANA OS Premise Alignment.

If discussing only the v1 task-resolution simulator, cite v1 rather than v2.

## Relationship to SANA OS

v2 is an interactive reference implementation of the premise-alignment layer as presented through SANA OS.

Framework page:

https://sana-os.org/system/

The citation above identifies this particular simulator, specification, vocabulary, and public implementation. It should not be read as a claim that every underlying idea in ambiguity resolution, dialogue systems, fact/view/value distinctions, source attribution, or agent control originated with this release.

## Versioning

If a later version changes fields, heuristics, state behavior, or schemas, cite the version actually consulted.

If you archive a particular release, you may add an access date, commit identifier, release identifier, or archive URL according to the citation style you use.