Pith Number

pith:TQBVJP2G

pith:2022:TQBVJP2GPJUMM6V2ULP5ZQMUFK

not attested not anchored not stored refs pending

Safe Neurosymbolic Learning with Differentiable Symbolic Execution

Chenxi Yang, Swarat Chaudhuri

arxiv:2203.07671 v1 · 2022-03-15 · cs.LG · cs.AI · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TQBVJP2GPJUMM6V2ULP5ZQMUFK}

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.

Cited by

1 paper in Pith

Composing Linear Layers from Irreducibles

Receipt and verification

First computed	2026-07-05T04:08:29.379935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c0354bf467a68c67abaa2dfdcc1942aa5233f6bffe2192eed205995ea1867de

Aliases

arxiv: 2203.07671 · arxiv_version: 2203.07671v1 · doi: 10.48550/arxiv.2203.07671 · pith_short_12: TQBVJP2GPJUM · pith_short_16: TQBVJP2GPJUMM6V2 · pith_short_8: TQBVJP2G

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/TQBVJP2GPJUMM6V2ULP5ZQMUFK \
  | 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: 9c0354bf467a68c67abaa2dfdcc1942aa5233f6bffe2192eed205995ea1867de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "071e13ea07fd93abcf58d870040290c6e7731badb5f3d845befff95e8a0b79e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.PL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-15T06:13:17Z",
    "title_canon_sha256": "b8a6b1e0e357da0b360cb6ec0a0829b22c93ed523d3d026735c17d0442e03adf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07671",
    "kind": "arxiv",
    "version": 1
  }
}