Pith Number

pith:UU2URVQE

pith:2026:UU2URVQEMGQKP53XBUIVSTEX22

not attested not anchored not stored refs pending

Memorisation, convergence and generalisation in generative models

Antoine Maillard, Sebastian Goldt

arxiv:2605.21402 v1 · 2026-05-20 · stat.ML · cond-mat.dis-nn · cond-mat.stat-mech · 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{UU2URVQEMGQKP53XBUIVSTEX22}

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	2026-05-21T02:05:33.014982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a53548d60461a0a7f7770d11594c97d6bc7bb63a94e8fe3ba1ae5ce2cb309339

Aliases

arxiv: 2605.21402 · arxiv_version: 2605.21402v1 · doi: 10.48550/arxiv.2605.21402 · pith_short_12: UU2URVQEMGQK · pith_short_16: UU2URVQEMGQKP53X · pith_short_8: UU2URVQE

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/UU2URVQEMGQKP53XBUIVSTEX22 \
  | 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: a53548d60461a0a7f7770d11594c97d6bc7bb63a94e8fe3ba1ae5ce2cb309339

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a802fdb52353a6d5907a74c1c55c859d37bd7b0563282d69777f95e79cfdbe6c",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-20T17:00:37Z",
    "title_canon_sha256": "5b1189a4b05eefd25f56ce5117dc61e7614ecdcfb97f5c94b901b1db097e5815"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21402",
    "kind": "arxiv",
    "version": 1
  }
}