Pith Number

pith:UGZFGCY6

pith:2026:UGZFGCY6D2XO4UODSXMBNHMLLH

not attested not anchored not stored refs pending

Seeing vs. Believing: Evaluating the Language Bias of Open-Source MLLMs in Counter-Intuitive Scenes

Chen Ling, Hanqian Li, Nai Ding, Tongwei Zhang

arxiv:2601.07737 v2 · 2026-01-12 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UGZFGCY6D2XO4UODSXMBNHMLLH}

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	2026-05-27T01:05:42.417708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1b2530b1e1eaeee51c395d8169d8b59f1ea0c8e862692cbc226f3e718de1f48

Aliases

arxiv: 2601.07737 · arxiv_version: 2601.07737v2 · doi: 10.48550/arxiv.2601.07737 · pith_short_12: UGZFGCY6D2XO · pith_short_16: UGZFGCY6D2XO4UOD · pith_short_8: UGZFGCY6

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/UGZFGCY6D2XO4UODSXMBNHMLLH \
  | 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: a1b2530b1e1eaeee51c395d8169d8b59f1ea0c8e862692cbc226f3e718de1f48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18eae828d7527feca0e8a1658a10293ca52ca98ffdf843b53467d58fcd5b16ab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-01-12T17:15:45Z",
    "title_canon_sha256": "9030ccefcfbcbe70dda6115786d5c41267d2c21545f0c2c5ea71e055a6775abd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.07737",
    "kind": "arxiv",
    "version": 2
  }
}