Pith Number

pith:J6IMUB4B

pith:2026:J6IMUB4B24VQ4L532WLNG4GYAP

not attested not anchored not stored refs pending

From Hybrid Mechanistic--Data-Driven Modeling Toward Neuro-Symbolic AI: What, Why, and How

Andreas Schuppert, Moein E. Samadi

arxiv:2607.22811 v1 · 2026-07-24 · cs.LG · cs.AI · cs.LO · 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{J6IMUB4B24VQ4L532WLNG4GYAP}

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	2026-07-28T00:21:55.608347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f90ca0781d72b0e2fbbd596d370d803ef5fcb10254307b6c8deafd266b459ab

Aliases

arxiv: 2607.22811 · arxiv_version: 2607.22811v1 · doi: 10.48550/arxiv.2607.22811 · pith_short_12: J6IMUB4B24VQ · pith_short_16: J6IMUB4B24VQ4L53 · pith_short_8: J6IMUB4B

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/J6IMUB4B24VQ4L532WLNG4GYAP \
  | 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: 4f90ca0781d72b0e2fbbd596d370d803ef5fcb10254307b6c8deafd266b459ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdb60f3d1d8856f63049d7232db0a8fd58861e3f1c3aad147ba68486ea0a6fe5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-24T18:00:00Z",
    "title_canon_sha256": "4c19be25ffbf6bb12231a73b188f5c6b0334abc73a49c668a8b00331e55cd492"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22811",
    "kind": "arxiv",
    "version": 1
  }
}