Pith Number

pith:PPLJ3ZNC

pith:2020:PPLJ3ZNC2NXHJSGMMFCFDY5EVP

not attested not anchored not stored refs pending

Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case

Jinjun Xiong, Meng Wang, Pin-Yu Chen, Shuai Zhang, Sijia Liu

arxiv:2006.14117 v1 · 2020-06-25 · cs.LG · eess.SP · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PPLJ3ZNC2NXHJSGMMFCFDY5EVP}

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	2026-07-05T01:13:29.238868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bd69de5a2d36e74c8cc614451e3a4abd9e9cfacbd033706a0802bb74e61e6c2

Aliases

arxiv: 2006.14117 · arxiv_version: 2006.14117v1 · doi: 10.48550/arxiv.2006.14117 · pith_short_12: PPLJ3ZNC2NXH · pith_short_16: PPLJ3ZNC2NXHJSGM · pith_short_8: PPLJ3ZNC

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/PPLJ3ZNC2NXHJSGMMFCFDY5EVP \
  | 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: 7bd69de5a2d36e74c8cc614451e3a4abd9e9cfacbd033706a0802bb74e61e6c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed01b6a2f605f9f7a9b2a5e4c418133efde3da7cc134e269458cb951aa6d4224",
    "cross_cats_sorted": [
      "eess.SP",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-25T00:45:52Z",
    "title_canon_sha256": "a29f9aa7ee62d06bab56eee46bc1a77024454a5fab7678045cc0bb4e0d5a34ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14117",
    "kind": "arxiv",
    "version": 1
  }
}