Pith Number

pith:CHOXLYDA

pith:2020:CHOXLYDA3TI5ZHQRFTEXJ5WSCD

not attested not anchored not stored refs pending

Expressive Power of Invariant and Equivariant Graph Neural Networks

Marc Lelarge, Wa\"iss Azizian

arxiv:2006.15646 v3 · 2020-06-28 · cs.LG · cs.DM · 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{CHOXLYDA3TI5ZHQRFTEXJ5WSCD}

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

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation

Receipt and verification

First computed	2026-07-05T02:46:41.416298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11dd75e060dcd1dc9e112cc974f6d210fa22f8eb6c9c8208af712cdf35caa6f9

Aliases

arxiv: 2006.15646 · arxiv_version: 2006.15646v3 · doi: 10.48550/arxiv.2006.15646 · pith_short_12: CHOXLYDA3TI5 · pith_short_16: CHOXLYDA3TI5ZHQR · pith_short_8: CHOXLYDA

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/CHOXLYDA3TI5ZHQRFTEXJ5WSCD \
  | 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: 11dd75e060dcd1dc9e112cc974f6d210fa22f8eb6c9c8208af712cdf35caa6f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8eb79d675b7f5bf8b00ab54f2b2624110775968153bfb6b01d875f2f9c831805",
    "cross_cats_sorted": [
      "cs.DM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-28T16:35:45Z",
    "title_canon_sha256": "6beeee369c88e9dcb22e07604fff38c03b05d7bc8dc67b98f8ba8e0cb01fc284"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.15646",
    "kind": "arxiv",
    "version": 3
  }
}