Pith Number

pith:LR7DURQ3

pith:2026:LR7DURQ3NRDQXR23O5267JRSM5

not attested not anchored not stored refs pending

Gold Points Sniper: Self-guided Visual Reasoning in VLM for Fine-grained Action Understanding

Changshui Zhang, Haodi Liu, Kunda Yan, Sen Cui, Xinhang Yang, Zeyu Zhang

arxiv:2606.22409 v1 · 2026-06-21 · 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{LR7DURQ3NRDQXR23O5267JRSM5}

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	2026-06-23T02:13:37.628694Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c7e3a461b6c470bc75b7775efa632676c452c6276a3f617abe018a95bef6b90

Aliases

arxiv: 2606.22409 · arxiv_version: 2606.22409v1 · doi: 10.48550/arxiv.2606.22409 · pith_short_12: LR7DURQ3NRDQ · pith_short_16: LR7DURQ3NRDQXR23 · pith_short_8: LR7DURQ3

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/LR7DURQ3NRDQXR23O5267JRSM5 \
  | 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: 5c7e3a461b6c470bc75b7775efa632676c452c6276a3f617abe018a95bef6b90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "764230791f2f78609ba45c1597c2876dadd39b492ff56e9797d69410da8bad9d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-21T09:54:39Z",
    "title_canon_sha256": "8b8552fe86825f0a590c24bb17bf89cf10506221c0841d0179a0b161f8a017d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22409",
    "kind": "arxiv",
    "version": 1
  }
}