Pith Number

pith:PVBB52MW

pith:2023:PVBB52MWWJHDAEGJI5K26BEUOZ

not attested not anchored not stored refs pending

Injecting Logical Constraints into Neural Networks via Straight-Through Estimators

Chiyoun Park, Joohyung Lee, Zhun Yang

arxiv:2307.04347 v1 · 2023-07-10 · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PVBB52MWWJHDAEGJI5K26BEUOZ}

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	2026-07-05T06:29:11.976585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d421ee996b24e3010c94755af04947660cca86e5364746fc232e6d94d65e53f

Aliases

arxiv: 2307.04347 · arxiv_version: 2307.04347v1 · doi: 10.48550/arxiv.2307.04347 · pith_short_12: PVBB52MWWJHD · pith_short_16: PVBB52MWWJHDAEGJ · pith_short_8: PVBB52MW

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/PVBB52MWWJHDAEGJI5K26BEUOZ \
  | 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: 7d421ee996b24e3010c94755af04947660cca86e5364746fc232e6d94d65e53f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc4130882511608b87a50f79039e357574d49e1b59a55bb4d8e0ad6223b15706",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-07-10T05:12:05Z",
    "title_canon_sha256": "36c7f296beef63024f703a5a6dc99fded532f01840e0608cb3e68d426bb4c9cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04347",
    "kind": "arxiv",
    "version": 1
  }
}