Pith Number

pith:L4NCZO3Q

pith:2026:L4NCZO3QI4BLHFKQ7UB33NSFG4

not attested not anchored not stored refs pending

How Do VLMs Behave When Blind or Misled? Behavioral Evaluation of VLMs on Scientific Figures

Ananya Mukherjee, Christian Greisinger, Owusu-Banahene Osei, Paul Osemudiame Oamen, Pius Onobhayedo, Steffen Eger, Wei Zhao

arxiv:2608.13267 v1 · 2026-08-13 · cs.CL · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L4NCZO3QI4BLHFKQ7UB33NSFG4}

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	2026-08-14T01:00:49.072027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f1a2cbb704702b39550fd03bdb64537122d5bbbd75ca6d988294992c55085bd

Aliases

arxiv: 2608.13267 · arxiv_version: 2608.13267v1 · doi: 10.48550/arxiv.2608.13267 · pith_short_12: L4NCZO3QI4BL · pith_short_16: L4NCZO3QI4BLHFKQ · pith_short_8: L4NCZO3Q

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/L4NCZO3QI4BLHFKQ7UB33NSFG4 \
  | 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: 5f1a2cbb704702b39550fd03bdb64537122d5bbbd75ca6d988294992c55085bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d363ed63d31f2229f815b49beb50166dcd7f578eba9c230ec3ad86b11189193",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-13T14:06:35Z",
    "title_canon_sha256": "2259f25f54db20a4d706a3466c0f4f9a026fca8fab83cbd3bd3a287391e7246f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13267",
    "kind": "arxiv",
    "version": 1
  }
}