Pith Number

pith:GE6RIB7H

pith:2025:GE6RIB7HUUPZXIZJQT2MUUK3IE

not attested not anchored not stored refs pending

Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection

Ming Hu, Wenqiao Li, Xiaohao Xu, Xiaonan Huang, Xintao Chen, Yao Gu, Yingna Wu

arxiv:2503.03562 v3 · 2025-03-05 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{GE6RIB7HUUPZXIZJQT2MUUK3IE}

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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

1 paper in Pith

Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark

Receipt and verification

First computed	2026-07-05T10:39:26.527016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

313d1407e7a51f9ba32984f4ca515b4127624dae6e194dd55f2e3910972be5a7

Aliases

arxiv: 2503.03562 · arxiv_version: 2503.03562v3 · doi: 10.48550/arxiv.2503.03562 · pith_short_12: GE6RIB7HUUPZ · pith_short_16: GE6RIB7HUUPZXIZJ · pith_short_8: GE6RIB7H

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/GE6RIB7HUUPZXIZJQT2MUUK3IE \
  | 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: 313d1407e7a51f9ba32984f4ca515b4127624dae6e194dd55f2e3910972be5a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7a668bc2cc00e257d5686df6c323114f60a54cf96955cdac433da4883fcb596",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-05T14:49:08Z",
    "title_canon_sha256": "60dc7a910a5729309c990af8d1ef1c2498492302a1caa83e5f081f12f84c6171"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.03562",
    "kind": "arxiv",
    "version": 3
  }
}