Pith Number

pith:D3ZGGZOH

pith:2022:D3ZGGZOHJJWIPHXALJVL5QY5B5

not attested not anchored not stored refs pending

Heterogenous Ensemble of Models for Molecular Property Prediction

Alexandre Milesi, Gilberto Titericz, Jean-Fran\c{c}ois Puget, Jiwei Liu, Pawel Morkisz, Sajad Darabi, Shayan Fazeli

arxiv:2211.11035 v1 · 2022-11-20 · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D3ZGGZOHJJWIPHXALJVL5QY5B5}

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	2026-07-05T05:17:49.362324Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ef26365c74a6c879ee05a6abec31d0f4cb8f84ba3342ddd2b539212eff105cb

Aliases

arxiv: 2211.11035 · arxiv_version: 2211.11035v1 · doi: 10.48550/arxiv.2211.11035 · pith_short_12: D3ZGGZOHJJWI · pith_short_16: D3ZGGZOHJJWIPHXA · pith_short_8: D3ZGGZOH

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/D3ZGGZOHJJWIPHXALJVL5QY5B5 \
  | 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: 1ef26365c74a6c879ee05a6abec31d0f4cb8f84ba3342ddd2b539212eff105cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25f575f25c5b568ce16b58ae1380dc64f3ab3c8367849054a65244ee2e865302",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-20T17:25:26Z",
    "title_canon_sha256": "bd6ea5bd2b3fd5bdebf1e2dea833dc42850648e0d51f1594905b17a1c24aaadf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.11035",
    "kind": "arxiv",
    "version": 1
  }
}