arborist/docs
russell@unturf.com 5674107c06
user_payload_layout: opt-in policy knob for question placement
format_user_payload helper in arborist/qa/prompts.py becomes the single
source of truth for the user-turn payload. Three layouts:
  tail (default)  evidence first, question at end (prior behavior)
  bookend         question repeated before AND after evidence — counters
                  lost-in-the-middle on small models (≤8B)
  per_chunk       bookend + a one-line [for: <q>] reminder before each
                  evidence block; for list/extraction queries

USER_PAYLOAD_LAYOUTS constant exported; unknown layout raises ValueError.
The six _user_payload closures in query.py (3) and runner.py (3) all
delegate to format_user_payload. Quote-mode passes per_chunk_marker=None
to fall back to bookend on flat document/sources context.

Wired through both DEFAULT_QUERY_POLICY and DEFAULT_POLICY. Folds into
governance_policy_hash (the layout changes the user-turn content the
model sees, so the policy hash partitions cleanly per layout); does NOT
fold into verifier_policy_hash (verifier rules unchanged).

Makefile gets LAYOUT_DEFAULT ?= tail and LAYOUT ?= $(LAYOUT_DEFAULT) so
operators can flip per-call (LAYOUT=bookend make query Q="...") or
session-wide (LAYOUT_DEFAULT=bookend make query Q="..."). Recommendation
matrix in the Makefile comment block above the query target encodes the
2026-05-27 bench finding.

Motivating case: the Veronica-Ballestrini "songs by" failure. Hermes-3-
8B under tail layout returned "specific songs by her are not mentioned
in the provided evidence" when evidence E2 literally contained the song
names. Same query under bookend recovered the answer (with conflation
between Veronica Ballestrini and The Veronicas); under per_chunk
recovered AND disambiguated three entities. Qwen-27B unaffected by
layout. The Ballestrini case is added to bench/qa_questions.txt as a
regression fixture under "entity list", with a 4-line comment pointing
to docs/user-payload-layout.md.

2026-05-27 bench (n=3 × 75q, claim_lattice mode, Hermes-3-8B):
  tail        STRICT 94/225 (0.418)  — control
  bookend     STRICT 95/225 (0.422)  — +0.44pp (noise, 5pp floor)
  per_chunk   STRICT 72/225 (0.320)  — -9.78pp (significant regression)

Verdict: tail stays default (cache-preserving and bench-confirmed
neutral). Bookend/per_chunk available as opt-in operator knobs. Per_chunk
regresses in aggregate because the per-chunk reminder over-anchors the
model on every chunk (TOO_MANY_EVIDENCE_IDS violations rose from 20 →
54; mean answer chars in 32-64KB bucket doubled from 720 → 1660). The
Ballestrini-class failure is real but rare across the curated set; a
layout fix that helps the rare case at the cost of 10pp aggregate is a
bad default trade. Documented in full in docs/user-payload-layout.md
along with the Dav1d 2026-05-27 review framing (GO for opt-in, NO-GO
for default promotion, ADD companion missed-answer guard).

CLI changes (--user-payload-layout flag on `query` and `ask`) landed
separately in commit e5ee283 alongside the #54 busy_timeout fix.
2026-05-27 10:13:59 -04:00
..
_source docs: 3 concepts diagrams + Python-library cookbook recipes 2026-05-24 14:12:26 -04:00
diagrams docs: 3 concepts diagrams + Python-library cookbook recipes 2026-05-24 14:12:26 -04:00
tickets #000065 closed: production reshard landed; record in corpus-history 2026-05-26 15:51:20 -04:00
bench-maxing.md aborist/arborist 2026-05-07 09:31:49 -04:00
benchmark-matrix.md docs(#000057): capture known-good serving invocations for the salt buildout 2026-05-20 15:20:34 -04:00
benchmarks.md docs+code: ground §12 judge pipeline in the actual judge_code.py 2026-05-22 19:17:28 -04:00
calculator-test-patterns.md ticket #000036 Tier-2: dav1d Option B (conservative B1 envelope) applied in v1 2026-05-11 07:06:50 -04:00
cold-object-store.md #000061: pack format v2 — self-sufficient new-peer hydration 2026-05-25 22:21:45 -04:00
corpus-history.md #000065 closed: production reshard landed; record in corpus-history 2026-05-26 15:51:20 -04:00
crawler.md docs: web crawler guide — discovery, fast mode, dedupe, orphans 2026-05-22 07:38:37 -04:00
cti-architecture.md aborist/arborist 2026-05-07 09:31:49 -04:00
embedding.md feat: arborist.embed — supported library-embedding surface 2026-05-22 13:03:15 -04:00
energy-cogs-benchmark.md docs(#000057): correct cost claim — <$0.10/1k-q is hermes-8B only, not qwen 2026-05-21 13:50:01 -04:00
lexical-first-rationale.md docs: lexical-first-rationale.md — why the cheap retrieval path is the default 2026-05-12 09:23:50 -04:00
mesh.md aborist/arborist 2026-05-07 09:31:49 -04:00
onnx-vendor-capture-immunity.md feat(#000049 §7 #28): tinygrad NLI backend + deterministic engine-agreement A/B; ONNX-immunity rationale 2026-05-19 12:34:04 -04:00
pager.style docs: arborist-one-pager + arborist-two-pager — Dav1d/fox-signoff summaries with letterhead, license, and 2 strategic appendix diagrams 2026-05-14 09:48:50 -04:00
pi-star-composition.md pi_star: land ticket #000015 (π* domain library + composition algebra) 2026-05-07 16:51:33 -04:00
qa-modes-bench.md docs(#000057): Addendum 8 — control sweep retrieval × model × framing × reasoning 2026-05-20 06:52:42 -04:00
relevance-and-veto-synthesis-for-dav1d.md docs: relevance-and-veto-synthesis-for-dav1d.md — single decision brief synthesizing #000049 + #000052 §3.1 + §3.2 for forward review 2026-05-13 15:34:21 -04:00
seven-point-program.md tests/doc_counts: regression test for numeric claims in docs/ (4x drift fix) 2026-05-10 16:15:52 -04:00
soft-hash-channel-analysis.md docs/#000018 §9.2: mark resolved — φ_PRG = HMAC-SHA-512 (#000035 closed) 2026-05-11 17:20:48 -04:00
soft-hash-channel-t3-bound.md ticket #000036: add KAT-regen tooling + close 2026-05-11 08:02:25 -04:00
spec-methodology.md docs: land ticket #000019 (spec methodology for π*, V, policy fields) 2026-05-07 16:53:28 -04:00
stock-v1-config.md fix(#000057): GPU COGS = generation only — retrieval/verify don't touch the card 2026-05-21 11:07:37 -04:00
TICKETS.md #000067: M-aware cold-pack hydration (route per-row into M target shards) 2026-05-26 16:08:49 -04:00
tool-action-dag-design.md docs: add tool-action-dag-design.md research path (pre-ticket) 2026-05-07 19:47:50 -04:00
user-payload-layout.md user_payload_layout: opt-in policy knob for question placement 2026-05-27 10:13:59 -04:00
v7w-frontier-catalog.md #000013 closed: v7-W spatial-temporal substrate paper + namespace 2026-05-09 15:00:05 -04:00
v8-fork-score.md CLI: arborist v8 score → arborist substrate score 2026-05-10 09:12:34 -04:00
warrant-substrate-cookbook.md docs: bump warrant-substrate-cookbook AUTOCOUNT 20 -> 28 for #000054 tests 2026-05-13 07:01:02 -04:00
zk-frontier-bench.md #000016 parked: ZK frontier-proof bench plan + wire protocol 2026-05-09 15:05:08 -04:00
zk-wire-protocol.md #000016 parked: ZK frontier-proof bench plan + wire protocol 2026-05-09 15:05:08 -04:00