Pith Number

pith:W4U3BKXE

pith:2025:W4U3BKXEURWWGGGY5XF4FMCOGG

not attested not anchored not stored refs pending

Effects of Dropout on Performance in Long-range Graph Learning Tasks

Brooks Paige, Jasraj Singh, Keyue Jiang, Laura Toni

arxiv:2502.07364 v2 · 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{W4U3BKXEURWWGGGY5XF4FMCOGG}

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	2026-07-05T11:11:41.131173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b729b0aae4a46d6318d8edcbc2b04e31b3fb826038d7a8be77ee104e34a1cb16

Aliases

arxiv: 2502.07364 · arxiv_version: 2502.07364v2 · doi: 10.48550/arxiv.2502.07364 · pith_short_12: W4U3BKXEURWW · pith_short_16: W4U3BKXEURWWGGGY · pith_short_8: W4U3BKXE

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/W4U3BKXEURWWGGGY5XF4FMCOGG \
  | 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: b729b0aae4a46d6318d8edcbc2b04e31b3fb826038d7a8be77ee104e34a1cb16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67170ce2c3c3f05f5c2faafbcce50b21f498d4b81aa8c26446d9ce0041b5332a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-11T08:36:38Z",
    "title_canon_sha256": "e1c9f1315925bb462d91c0d4d0ccc039666cb60ad24bf8118f5c076cf00c72ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07364",
    "kind": "arxiv",
    "version": 2
  }
}