Pith Number

pith:5OD526BX

pith:2024:5OD526BXUBDGNVGYCPMUSCS6MZ

not attested not anchored not stored refs pending

Specification Generation for Neural Networks in Systems

Cheng Tan, Gagandeep Singh, Isha Chaudhary, Shuyi Lin

arxiv:2412.03028 v1 · 2024-12-04 · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5OD526BXUBDGNVGYCPMUSCS6MZ}

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	2026-07-05T09:44:23.979091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb87dd7837a04666d4d813d9490a5e665ae625123b8e5f932823eb7425ad17ef

Aliases

arxiv: 2412.03028 · arxiv_version: 2412.03028v1 · doi: 10.48550/arxiv.2412.03028 · pith_short_12: 5OD526BXUBDG · pith_short_16: 5OD526BXUBDGNVGY · pith_short_8: 5OD526BX

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/5OD526BXUBDGNVGYCPMUSCS6MZ \
  | 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: eb87dd7837a04666d4d813d9490a5e665ae625123b8e5f932823eb7425ad17ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af2e696ed8ecfb4603955740bc88f2b5c41acfce6a3bf063f6ebddad46c3caec",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-04T04:45:36Z",
    "title_canon_sha256": "98fd9d32f44a55d53187d6e31c7b826d8eef258770be364edd956d7506ad6b78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03028",
    "kind": "arxiv",
    "version": 1
  }
}