arborist/docs/modules/wikitext.md
russell@unturf.com 326badf6d8
docs: README label refresh + per-module reference + Graphviz diagrams
Three things in one commit because they're tightly coupled (README
points at the diagrams; diagrams index in modules/index.md points
back at README; module pages embed the diagrams).

(1) README — label refresh:
    - Quickstart label changed from STRICT/HYBRID/UNGROUNDED to the
      four-rung ladder POINTER-LINKED → ANCHOR-WARRANTED →
      EVIDENCE-WARRANTED → UNGROUNDED with -PARTIAL suffix on HYBRID.
    - Verifier section spells out both layers (schema trichotomy +
      display ladder), the seven hard checks of claim_lattice, and
      the five anchor classes of warrant.
    - Architecture tree updated: concepts/ package added, qa/
      sub-modules expanded (warrant, evidence, parse_claims, dag),
      verify.py described as quote/span/entity/paraphrase + claim_lattice.
    - Concept overlay description updated for corpus-derived layer
      (concept_relations table, link_reciprocity extractor, 1.6%
      tax cite).
    - Test count: 326+ → 641+.

(2) docs/diagrams/ — Graphviz dot sources:
    - aborist-modules.dot — top-level package graph (substrate /
      storage / sources / retrieval / qa / mesh / cli)
    - query-pipeline.dot — question → cache → retrieval → LLM →
      verify → render → cache write, with phase budgets
    - ingest-pipeline.dot — source doc → canonicalize → chunk →
      Merkle → upsert (+ optional distill)
    - verifier-ladder.dot — (audit_mode, violations) → display rung
      decision tree
    Existing mesh-*.dot kept as-is. Makefile `make docs` target
    extended to also emit .svg alongside the existing .png so the
    diagrams render in markdown viewers.

(3) docs/modules/ — per-module reference pages:
    - index.md (links to every diagram + every module page)
    - merkle.md, document.md, store.md, ingest.md, evict.md,
      sources.md, search.md, concepts.md, qa.md, distill.md,
      wikitext.md
    Each page is a one-screenful concise reference: what the
    module is for, public API, key invariants, embedded diagrams
    where useful, link to source. Mesh stays at the existing
    docs/mesh.md + docs/mesh-deploy.md (already comprehensive).

Tests: 641 passed (no code change).
2026-05-01 23:19:01 -04:00

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1.7 KiB
Markdown

# `aborist.wikitext`
A single function: `to_base(raw)`. Converts MediaWiki wikitext to
plain prose deterministically.
```python
from aborist.wikitext import to_base, BASE_VERSION
prose = to_base("[[The Beatles]] are an [[English rock band]] from [[Liverpool]].")
# → "The Beatles are an English rock band from Liverpool."
```
## Why it exists
The corpus stores raw wikitext (so the link graph is recoverable
on demand) but the LLM and verifier both want plain prose. Reasons:
1. **Token efficiency.** Wikipedia chunks ship to Hermes with ~43%
fewer tokens after wikitext-strip — bigger context window for
the same chars budget.
2. **Verbatim citation.** The model can quote source paragraphs
verbatim instead of escaping `[[wikilinks]]`. The verifier's
substring test then matches cleanly.
3. **Pinned identity.** `BASE_VERSION='wikitext-base-v1'` lives in
`policy["base_version"]`, which folds into
`governance_policy_hash`. Bumping `BASE_VERSION` invalidates
every prior cache record on next lookup — same discipline as
`chunking_version` and `canonicalization_version`.
## Hot-path discipline
`to_base()` runs on the assembled context **before** the LLM call
in `aborist/qa/runner.py` and `aborist/qa/query.py`, **and again
inside `verify_quotes`** so the verifier compares like-against-like.
Both sides see prose.
## Optional dependency
Backed by `mwparserfromhell`. Install via `pip install '.[wikitext]'`
to enable. Without the dep, `_wikitext_to_base = None` and
`policy["base_version"] = None` — graceful fallback leaves raw
wikitext in both context and verifier (works, just less efficient).
## Source
[`aborist/wikitext.py`](../../aborist/wikitext.py)