Pith Number

pith:WUQW62N4

pith:2025:WUQW62N4EBKWN6KO53CXVHQFIA

not attested not anchored not stored refs pending

Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities

Hanbin Wang, Jingwei Song, Junting Lu, Kai Tian, Keyuan Cheng, Wenhui Hu, Xiaoxuan Zhou, Xueyang Liu, Yuxin Zuo, Zhipeng Xu

arxiv:2502.11829 v1 · 2025-02-17 · cs.CL · cs.AI · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WUQW62N4EBKWN6KO53CXVHQFIA}

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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

2 papers in Pith

Neural Change Prediction: Relating Software Changes to Their Effects and Vice Versa

GALA: Multimodal Graph Alignment for Bug Localization in Automated Program Repair

Receipt and verification

First computed	2026-07-05T10:15:34.807981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5216f69bc205566f94eeec57a9e054018130ecf0adbd0090f7f23a8a3eedef2

Aliases

arxiv: 2502.11829 · arxiv_version: 2502.11829v1 · doi: 10.48550/arxiv.2502.11829 · pith_short_12: WUQW62N4EBKW · pith_short_16: WUQW62N4EBKWN6KO · pith_short_8: WUQW62N4

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/WUQW62N4EBKWN6KO53CXVHQFIA \
  | 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: b5216f69bc205566f94eeec57a9e054018130ecf0adbd0090f7f23a8a3eedef2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b7c054e5f51e736d24b1ab96dddebd28af2645596a41850479a84d78a6c2e20",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T14:25:45Z",
    "title_canon_sha256": "e8247776d425e28227a5e573e9240f53c411800793801d401670c912cf4ab2ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11829",
    "kind": "arxiv",
    "version": 1
  }
}