Pith Number

pith:NTSL4PPT

pith:2025:NTSL4PPTACIV7UQ72UEIAM754U

not attested not anchored not stored refs pending

VIKSER: Visual Knowledge-Driven Self-Reinforcing Reasoning Framework

Chao Wang, Chunbai Zhang, Yang Zhou, Yan Peng, Yongxiao Tian

arxiv:2502.00711 v2 · 2025-02-02 · 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{NTSL4PPTACIV7UQ72UEIAM754U}

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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

Augmented Vision-Language Models: A Systematic Review

Receipt and verification

First computed	2026-07-05T12:02:40.204002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ce4be3df300915fd21fd5088033fde5304148ea405250dc46cc624fb50f5883

Aliases

arxiv: 2502.00711 · arxiv_version: 2502.00711v2 · doi: 10.48550/arxiv.2502.00711 · pith_short_12: NTSL4PPTACIV · pith_short_16: NTSL4PPTACIV7UQ7 · pith_short_8: NTSL4PPT

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/NTSL4PPTACIV7UQ72UEIAM754U \
  | 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: 6ce4be3df300915fd21fd5088033fde5304148ea405250dc46cc624fb50f5883

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c28fb5c93a1119276398b16229686a50c4c81905907bb07fb807144e7bb90f67",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-02T07:54:55Z",
    "title_canon_sha256": "4e39fa577844fdbf51aec6ce9f7b1b3bcac16ba074fc1cfd2e34b205508c6c72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00711",
    "kind": "arxiv",
    "version": 2
  }
}