Pith Number

pith:72E7LHE6

pith:2021:72E7LHE6M3EZ2QO62M52QWGH53

not attested not anchored not stored refs pending

DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks

Karolis Martinkus, Lukas Faber, P\'al Andr\'as Papp, Roger Wattenhofer

arxiv:2111.06283 v1 · 2021-11-11 · 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{72E7LHE6M3EZ2QO62M52QWGH53}

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.

Cited by

1 paper in Pith

Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks

Receipt and verification

First computed	2026-07-05T03:31:00.010431Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fe89f59c9e66c99d41ded33ba858c7eee96584ff0bd0ae65dbb016680f271df9

Aliases

arxiv: 2111.06283 · arxiv_version: 2111.06283v1 · doi: 10.48550/arxiv.2111.06283 · pith_short_12: 72E7LHE6M3EZ · pith_short_16: 72E7LHE6M3EZ2QO6 · pith_short_8: 72E7LHE6

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/72E7LHE6M3EZ2QO62M52QWGH53 \
  | 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: fe89f59c9e66c99d41ded33ba858c7eee96584ff0bd0ae65dbb016680f271df9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4dc4f2d4fd79744f34b993de52282c4652afa7032943aaef807247a80e23a21",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-11T15:48:59Z",
    "title_canon_sha256": "04063fea1629dcc2559de924d7b50ddc8ffa5954220f97b262dbe37a6f95a094"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.06283",
    "kind": "arxiv",
    "version": 1
  }
}