correlator: LLM tier reads the scene transcript, not the whole call (#102) #112

Merged
logan merged 2 commits from fix/llm-correlator-scene-transcript into main 2026-09-07 04:40:35 -04:00
2 Commits
Author SHA1 Message Date
Logan CusanoandClaude Sonnet 5 7189ba03e4 correlator: address #102 review — 0-based segment labels, never-empty slice
drb-correlation-review on the prior commit flagged two ways the per-scene
transcript could silently fall back to the whole-call text:

1. _build_transcript_block numbered transmissions "1." while the prompt says
   "0-based indices" — a model echoing the labels it saw returned 1-based
   indices, shifting every scene's slice by one. Labels are now "0." to match
   the documented contract (also fixes the same latent skew in
   _build_scene_embed_text / #80).
2. An empty join (bad / out-of-range / non-int indices) hit
   `transcript or call_doc.get(...)` in _build_context and fell back to the
   whole-call transcript — re-opening the leak exactly when indices are wrong.
   The slice now falls back to this call's own whole transcript *before*
   _build_context sees it, so it is never "". Non-int and negative indices
   are rejected rather than raising.

Slice logic extracted to `_scene_transcript_text` with a dedicated test file
(4 cases: subset, corrected-wins, no-indices fallback, bad-indices fallback).
Call-doc fallback kept (sweep / no-scene path) per the review. Also restored
the `-> ` spacing lost in the prior commit's kwarg edit.

Full c2-core suite green: 300 passed (sandboxed venv). Still DO NOT MERGE
until the measurement window closes.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-07 00:12:56 -04:00
Logan CusanoandClaude Sonnet 5 ef1e3d7f9d correlator: LLM tier reads the scene's transcript, not the whole call (server-26#102)
The last leg of the #80/#95 scene-context leak. llm_correlator._call_block
read call_doc's whole-call transcript for every scene, so on a multi-scene
call every scene's cheap-tier and tiebreaker decision was made against text
that also contained the other scenes.

- intelligence.py: each processed[] scene now carries its own "transcript" —
  transcript_corrected, else this scene's segments joined, else (single scene)
  the whole transcript.
- _build_context / preview_correlation / correlate_call: take a `transcript`
  param; _build_context resolves ctx["scene_transcript"] from it, falling
  back to the call doc (sweep, single-scene, tests) — the fallback is kept
  here, unlike embedding/severity, because a scene always has real text.
- upload.py: both scene loops pass scene["transcript"].
- llm_correlator._call_block: reads ctx["scene_transcript"] (call-doc
  fallback retained for test-built ctx).
- recorrelation_sweep: passes the call doc's text explicitly.
- +1 regression test. Full c2-core suite green (296 passed, sandboxed venv).

NOT for merge until the running correlation measurement window closes and its
dump is analysed — deploying a correlator change mid-window would mix old and
new behaviour in the sample.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-09-07 00:06:37 -04:00