Pith Number

pith:XR2SLHZH

pith:2025:XR2SLHZHISOO5JYZ5QBYH6N76H

not attested not anchored not stored refs pending

Unified Graph Networks (UGN): A Deep Neural Framework for Solving Graph Problems

Madhusudan Ghosh, Partha Basuchowdhuri, Rudrajit Dawn, Sudip Kumar Naskar

arxiv:2502.07500 v1 · 2025-02-11 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XR2SLHZHISOO5JYZ5QBYH6N76H}

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	2026-07-05T10:12:38.408633Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc75259f27449ceea719ec0383f9bff1e1d899aaaee2a32165236022f70159ee

Aliases

arxiv: 2502.07500 · arxiv_version: 2502.07500v1 · doi: 10.48550/arxiv.2502.07500 · pith_short_12: XR2SLHZHISOO · pith_short_16: XR2SLHZHISOO5JYZ · pith_short_8: XR2SLHZH

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/XR2SLHZHISOO5JYZ5QBYH6N76H \
  | 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: bc75259f27449ceea719ec0383f9bff1e1d899aaaee2a32165236022f70159ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8e6c792faf725f06a27e8ccbde41addfae8c90ed08a02a0cf3616ea84b46de1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-11T12:03:18Z",
    "title_canon_sha256": "6772a43ba52360fa14bfc186c9830545b73a20377db5cd444ba019185af214b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07500",
    "kind": "arxiv",
    "version": 1
  }
}