Pith Number

pith:QAVZGJCN

pith:2021:QAVZGJCNQBXJND2UXWXWFQQZ22

not attested not anchored not stored refs pending

On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features

Benjamin Paul Chamberlain, Emanuele Rossi, Henry Kenlay, Maria I. Gorinova, Michael Bronstein, Xiaowen Dong

arxiv:2111.12128 v3 · 2021-11-23 · 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{QAVZGJCNQBXJND2UXWXWFQQZ22}

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

Toward General and Robust LLM-enhanced Text-attributed Graph Learning

Receipt and verification

First computed	2026-07-05T04:25:35.003521Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

802b93244d806e968f54bdaf62c219d69543bb76ac7f1a2bfbc1fe5a78823d68

Aliases

arxiv: 2111.12128 · arxiv_version: 2111.12128v3 · doi: 10.48550/arxiv.2111.12128 · pith_short_12: QAVZGJCNQBXJ · pith_short_16: QAVZGJCNQBXJND2U · pith_short_8: QAVZGJCN

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/QAVZGJCNQBXJND2UXWXWFQQZ22 \
  | 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: 802b93244d806e968f54bdaf62c219d69543bb76ac7f1a2bfbc1fe5a78823d68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34442e2b008466fc14dc79d935df5d10108c03b9dc5b08d632afbc03e3774f88",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-23T19:50:46Z",
    "title_canon_sha256": "6431fa556368ef8f6d8d02c24964b88405f701a86ca05459e01e5b744c1d55b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12128",
    "kind": "arxiv",
    "version": 3
  }
}