Pith Number

pith:2J4DAJ7C

pith:2025:2J4DAJ7CGLHTIKNW2V5GMPVHTK

not attested not anchored not stored refs pending

Memorization in Graph Neural Networks

Adam Dziedzic, Adarsh Jamadandi, Franziska Boenisch, Jing Xu

arxiv:2508.19352 v3 · 2025-08-26 · 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{2J4DAJ7CGLHTIKNW2V5GMPVHTK}

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	2026-07-05T12:03:51.839720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2783027e232cf3429b6d57a663ea79abc5e414dde32b7f818083f7644d621d1

Aliases

arxiv: 2508.19352 · arxiv_version: 2508.19352v3 · doi: 10.48550/arxiv.2508.19352 · pith_short_12: 2J4DAJ7CGLHT · pith_short_16: 2J4DAJ7CGLHTIKNW · pith_short_8: 2J4DAJ7C

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/2J4DAJ7CGLHTIKNW2V5GMPVHTK \
  | 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: d2783027e232cf3429b6d57a663ea79abc5e414dde32b7f818083f7644d621d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86ffb6aa95fde54443cace8a28a41db53773bdfd1c5595b20684721ba570c05a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-26T18:25:54Z",
    "title_canon_sha256": "3f65e257e6c255181cb257aae1206a0d92106a099bc99c8d2a8e37c30d0c5a4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19352",
    "kind": "arxiv",
    "version": 3
  }
}