Pith Number

pith:PZ36SUNB

pith:2024:PZ36SUNB3EHVOUNM6W7XL74HQZ

not attested not anchored not stored refs pending

Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees

Chuxu Zhang, Nitesh V Chawla, Tianyi Ma, Yanfang Ye, Zehong Wang, Zheyuan Zhang

arxiv:2412.16441 v3 · 2024-12-21 · cs.LG · cs.AI · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PZ36SUNB3EHVOUNM6W7XL74HQZ}

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	2026-07-05T11:09:05.714635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e77e951a1d90f5751acf5bf75ff878661269cfc4e7593f7ea3a67e05b05f650

Aliases

arxiv: 2412.16441 · arxiv_version: 2412.16441v3 · doi: 10.48550/arxiv.2412.16441 · pith_short_12: PZ36SUNB3EHV · pith_short_16: PZ36SUNB3EHVOUNM · pith_short_8: PZ36SUNB

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/PZ36SUNB3EHVOUNM6W7XL74HQZ \
  | 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: 7e77e951a1d90f5751acf5bf75ff878661269cfc4e7593f7ea3a67e05b05f650

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e59579f47d699a155586037a464e3263d1645c52c005072bbd585b50856b637",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-21T02:07:43Z",
    "title_canon_sha256": "ebe85948456c2548f5b6cd84078d05e0dab80b2b675146b96883ac506d9e869e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16441",
    "kind": "arxiv",
    "version": 3
  }
}