Pith Number

pith:KZWDZM3K

pith:2026:KZWDZM3KRGLB7SUKVGTPUDNJ62

not attested not anchored not stored refs pending

MLLMs Get It Right, Then Get It Wrong: Tracing and Correcting Late-Layer Textual Bias

Ao Cheng, Qingyong Hu, Qiyao Sun, Runke Huang, Xingming Li, Xixiang He, Xuanyu Ji

arxiv:2606.17953 v1 · 2026-06-16 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZWDZM3KRGLB7SUKVGTPUDNJ62}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-19T16:10:44.410613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

566c3cb36a89961fca8aa9a6fa0da9f6b6a902de0ed898c3072ce880036a3ebf

Aliases

arxiv: 2606.17953 · arxiv_version: 2606.17953v1 · doi: 10.48550/arxiv.2606.17953 · pith_short_12: KZWDZM3KRGLB · pith_short_16: KZWDZM3KRGLB7SUK · pith_short_8: KZWDZM3K

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/KZWDZM3KRGLB7SUKVGTPUDNJ62 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 566c3cb36a89961fca8aa9a6fa0da9f6b6a902de0ed898c3072ce880036a3ebf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e4c244c22b9b0b2fba63005ea4d4a6eace1e47dc128bd250c9411265b7270ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-16T14:05:46Z",
    "title_canon_sha256": "6fd35605ab818a8f097bfec75c9b5ce8517ffa3a4def822870bed1e68dc8c691"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.17953",
    "kind": "arxiv",
    "version": 1
  }
}