Pith Number

pith:JB6PKEAB

pith:2024:JB6PKEABZCG2O6JZ2AUIJCYD7O

not attested not anchored not stored refs pending

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs

Jipeng Zhang, Qing Lian, Renjie Pi, Rui Pan, Shizhe Diao, Tianyang Han, Tong Zhang, Yong Lin

arxiv:2402.03757 v2 · 2024-02-06 · cs.CV · cs.CL · 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{JB6PKEABZCG2O6JZ2AUIJCYD7O}

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.

Cited by

2 papers in Pith

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Hallucination of Multimodal Large Language Models: A Survey

Receipt and verification

First computed	2026-07-05T09:15:08.094830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

487cf51001c88da77939d028848b03fba7e6f3dd2bf5e59692cb5c7b2c852c7c

Aliases

arxiv: 2402.03757 · arxiv_version: 2402.03757v2 · doi: 10.48550/arxiv.2402.03757 · pith_short_12: JB6PKEABZCG2 · pith_short_16: JB6PKEABZCG2O6JZ · pith_short_8: JB6PKEAB

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/JB6PKEABZCG2O6JZ2AUIJCYD7O \
  | 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: 487cf51001c88da77939d028848b03fba7e6f3dd2bf5e59692cb5c7b2c852c7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "738de84a17d6e90638b7be123939f14193452a5c726304a707f062522d995434",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-06T06:48:46Z",
    "title_canon_sha256": "1e5f088b01c3b41257e9706a8fb6c7317ca595d5cecc97defe8a81eace644ffb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03757",
    "kind": "arxiv",
    "version": 2
  }
}