Pith Number

pith:K63ALBBT

pith:2025:K63ALBBTEIWU66AZG2FAXTW5H6

not attested not anchored not stored refs pending

Hallucinatory Image Tokens: A Training-free EAZY Approach on Detecting and Mitigating Object Hallucinations in LVLMs

Jing Jia, Liwei Che, Ruixiang Tang, Tony Qingze Liu, Vladimir Pavlovic, Weiyi Qin

arxiv:2503.07772 v2 · 2025-03-10 · 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{K63ALBBTEIWU66AZG2FAXTW5H6}

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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

4 papers in Pith

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding

Hallucination of Multimodal Large Language Models: A Survey

Mitigating Multimodal Hallucination via Phase-wise Self-reward

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering

Receipt and verification

First computed	2026-07-05T11:32:25.861087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57b6058433222d4f7819368a0bcedd3fad87addb6f73864922ea7f2fa5418099

Aliases

arxiv: 2503.07772 · arxiv_version: 2503.07772v2 · doi: 10.48550/arxiv.2503.07772 · pith_short_12: K63ALBBTEIWU · pith_short_16: K63ALBBTEIWU66AZ · pith_short_8: K63ALBBT

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/K63ALBBTEIWU66AZG2FAXTW5H6 \
  | 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: 57b6058433222d4f7819368a0bcedd3fad87addb6f73864922ea7f2fa5418099

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0f52e60b09cbf37e8bd42bd5f10522a8c2e5d01d7382a9f35fd5ff12cec5529",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-10T18:53:39Z",
    "title_canon_sha256": "b0164ab71a9c84e69e479dd6ced5fe9dc3d2cd3e0e2448386f386603187e4f07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07772",
    "kind": "arxiv",
    "version": 2
  }
}