Pith Number

pith:CMXBQGCI

pith:2025:CMXBQGCIWINSSS6AVJZCOQJC22

not attested not anchored not stored refs pending

NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly Pipelines

Amit Sheth, Chathurangi Shyalika, Fadi El Kalach, Ramtin Zand, Ramy Harik, Renjith Prasad, Revathy Venkataramanan

arxiv:2505.06333 v1 · 2025-05-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMXBQGCIWINSSS6AVJZCOQJC22}

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	2026-07-05T11:01:07.591516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

132e181848b21b294bc0aa72274122d6bc6a8e302b7d35cbf3846e1886c1c0fa

Aliases

arxiv: 2505.06333 · arxiv_version: 2505.06333v1 · doi: 10.48550/arxiv.2505.06333 · pith_short_12: CMXBQGCIWINS · pith_short_16: CMXBQGCIWINSSS6A · pith_short_8: CMXBQGCI

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/CMXBQGCIWINSSS6AVJZCOQJC22 \
  | 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: 132e181848b21b294bc0aa72274122d6bc6a8e302b7d35cbf3846e1886c1c0fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05927f9c8fa3c7404e00eb28c813e5fc70e6c412821c92f41a478a38c5d750b0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-09T16:50:42Z",
    "title_canon_sha256": "1ddf2ce47eaf918248552ec95c4b6f55215596a077d584be46cd0b3dcec36d57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06333",
    "kind": "arxiv",
    "version": 1
  }
}