Pith Number

pith:4WWEGNLV

pith:2025:4WWEGNLV5I3CWPKTPX2G3HP7EE

not attested not anchored not stored refs pending

Large Language Model Evaluated Stand-alone Attention-Assisted Graph Neural Network with Spatial and Structural Information Interaction for Precise Endoscopic Image Segmentation

Changsheng Fang, Dayang Wang, Debesh Jha, Hengyong Yu, Juntong Fan, Shuyi Fan, Tieyong Zeng

arxiv:2508.07028 v1 · 2025-08-09 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4WWEGNLV5I3CWPKTPX2G3HP7EE}

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	2026-07-05T11:51:39.580340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5ac433575ea362b3d537df46d9dff212c44487d58611c1dfcc4c39012d697f6

Aliases

arxiv: 2508.07028 · arxiv_version: 2508.07028v1 · doi: 10.48550/arxiv.2508.07028 · pith_short_12: 4WWEGNLV5I3C · pith_short_16: 4WWEGNLV5I3CWPKT · pith_short_8: 4WWEGNLV

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/4WWEGNLV5I3CWPKTPX2G3HP7EE \
  | 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: e5ac433575ea362b3d537df46d9dff212c44487d58611c1dfcc4c39012d697f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb8909a0795901e98ac1d63e67ab96de49d459cf60266f7a3b1122d82ec67149",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-09T15:53:19Z",
    "title_canon_sha256": "c70e687023a4b18543dad64046c48804a8f81b60929a855dcc7b917bf94f30a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.07028",
    "kind": "arxiv",
    "version": 1
  }
}