The user checked the lead's crops. LIM SEONHO's 36 assignments cover at least
six different men, a chibi and a cat, so 36 of 68 is a bug. 22 came from
native resolves and 14 from reconcile merges.
Two fixes are written in the orchestrator repo, tested, not deployed and not
run on a GPU. `link_tracklets` caps a tracklet's panel span, because `window`
bounded each pair while transitivity was unbounded and the lead's 22 native
assignments came from tracklets spanning 22 and 30 panels. And one shared
appearance tokenizer drops generic words, because whole chains hung on the
word `short` and one pair on the word `hair`.
The obvious third fix is ruled out by measurement. Over all 22 crop
embeddings, the cat scores up to 0.82 against men, two different men score
0.93, and the highest pair is 0.96. No threshold separates them, so
crop-to-crop cosine is not a link signal.
Item 1 of the agreed plan, sending the live cast instead of a cosine top-k
gallery, is not started.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
`_bbox_to_pixels` sorts each coordinate pair after clamping. Run B returned
`p007 person_1` as `[226, 417, 130, 551]`, x1 > x2, which cropped to nothing
and lost that detection silently. The third GPU cycle came back with 0
degenerate boxes over 119 detections.
The plan's first item cannot run as written. All 145 rows of `identity_labels`
belong to chapter 8ca8249b, a different manga. Chapter 7c944dd4 has none, so
`/review/identity` reports `accuracy: null`. Scoring 8ca8249b gives 7/138 on
an identity run that predates every fix.
The cycle also settled the coverage question. All 68 assignments landed on
face-bearing detections and none on a gated one, so recall among face-bearing
detections is 96%, up from 82%. Coverage is the `has_face` gate and nothing
else. What is now open is precision: the lead holds 36 of 68 assignments.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
No worker code changed. This is the evidence from the 2026-08-12 16:39 and
17:38 runs, and where each finding now lives.
The fourth session's four identity changes all work on real panels. Panel 7's
two wrong bindings are gone. The lead going unassigned there is correct and
was measured, not assumed: face_detect finds one face on the whole panel at
conf 0.599, nothing else above 0.056 even at a 0.04 threshold, and the crop
shows him drawn from behind.
Two decisions, both closed: a roster name is a guess so it never reaches
detection, and merged_into is exactly one hop deep. Two caveats, both open:
detection can order a bbox backwards (1 in 117), and identity coverage has
fallen on every run since the gate landed (70 -> 61 -> 50).
Coverage is the thing to settle next, and not by reading the number.
identity_labels already holds 145 rows of ground truth.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
build_scene already dropped an unassigned detection from `characters` and
`present`, so an extra never reached the cast list. Its ACTION did. `actions` was
built from every detection, and that list is what the script prompt renders and
what the verifier uses as evidence, so "standing at the window" arrived as a fact
about the panel with no character attached and the verifier confirmed it, because
the action really was in the blob.
Skip has_face is False, the same gate and the same fail-open semantics as
enrollment. Self-check covers all three cases: a real cast member's action
survives, a faceless one's does not, and a detection from a panel where the
detector never ran keeps its action.
decisions/identity-bbox.md#extras-gate-consumers
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Two identity fixes, neither yet run on a GPU.
has_face, the extras gate: fixing the bbox coordinate space made extras worse,
because crops finally landed on their subjects and a background extra bound to
the lead at 1.00. /vision stamps has_face per character using face_detect and
_pair_faces_to_present, so containment and its margin match the speaker path.
Identity skips has_face is False before it crops or embeds. Fails open on a
missing or raising detector, and gates on `is False` so an older vision blob
behaves as before.
The NONE mint: /identity/resolve now writes each crop's embedding to the crop's
key with a .npy suffix and returns emb_uri. The orchestrator cannot compute an
embedding of its own (siglip and gemma cannot both be resident), which is why it
was clearing a deliberate NONE instead of minting an anonymous character.
Also: audit_registry.py, and the tmux respawn-window trap, which
leaves a bare shell rather than re-running the window command.
decisions/identity-bbox.md#face-gates-enrollment
decisions/identity-bbox.md#none-mints-an-anonymous-character
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
The rebuild after 1457556 came out byte-identical to the broken file,
which proved the xfade fix never runs for this chapter. An all-cut chapter
goes down the concat demuxer with -c copy, which writes the output in the
FIRST input's time_base and reinterprets every later packet in it. 14 of
49 clips are 30/1 at 1/15360 against 35 at 25/1 at 1/12800, so those 14
play 15360/12800 = 1.2 too long with their audio untouched. collage_cmd
hardcoded -r 30 and yesterday's FPS sweep missed it.
collage_cmd now emits -r FPS, and assemble probes r_frame_rate across the
clips and routes mixed rates through the re-encoding tree. Rebuilt
chapter.mp4 is 364.120s video against 364.122s audio at 25/1, from
436.392 over 363.675.
Also settle the bbox coordinate space, measured over all 113 detections:
47 boxes have x2 past the 900px panel width, none has y2 past 1000 on
panels up to 2307px tall, and the range is exactly [0, 1000]. It is
gemma's normalized grid, not pixels, whatever the prompt asks for.
/vision converts before returning, which fixes identity's crop, the gated
face pairing that was comparing pixel face boxes against grid boxes, the
set-of-mark boxes and the review UI at once. Checked by eye on panel 7:
five of six boxes now land on their subject, including the foreground
character who had no identity.
The registry still holds boxes and embeddings enrolled from the wrong
space. vision and identity have to re-run, which is GPU work and was not
started.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
kami