Pith Number

pith:25JTGUI5

pith:2022:25JTGUI57B74NEEI25RPVADBWO

not attested not anchored not stored refs pending

Can deep neural networks learn process model structure? An assessment framework and analysis

Jari Peeperkorn, Jochen De Weerdt, Seppe vanden Broucke

arxiv:2202.11985 v1 · 2022-02-24 · 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{25JTGUI57B74NEEI25RPVADBWO}

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	2026-07-05T04:09:01.883977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d75333511df87fc69088d762fa8061b395b13c61adc62a24ed07bb2c36a68334

Aliases

arxiv: 2202.11985 · arxiv_version: 2202.11985v1 · doi: 10.48550/arxiv.2202.11985 · pith_short_12: 25JTGUI57B74 · pith_short_16: 25JTGUI57B74NEEI · pith_short_8: 25JTGUI5

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/25JTGUI57B74NEEI25RPVADBWO \
  | 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: d75333511df87fc69088d762fa8061b395b13c61adc62a24ed07bb2c36a68334

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46a4335a05c53314bd7919381787e108428fc3dea32ad37675324940a2519f1c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-24T09:44:13Z",
    "title_canon_sha256": "9028e800ad759e3ed98b7b5caf708cba59acecd624cd9f6ab92dc114f4423e5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.11985",
    "kind": "arxiv",
    "version": 1
  }
}