Pith Number

pith:DNKMHWXC

pith:2025:DNKMHWXCR4CE2R2SWEF6O6YWGK

not attested not anchored not stored refs pending

Directional Non-Commutative Monoidal Structures for Compositional Embeddings in Machine Learning

Mahesh Godavarti

arxiv:2505.15507 v1 · 2025-05-21 · cs.LG · cs.AI · cs.CV · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DNKMHWXCR4CE2R2SWEF6O6YWGK}

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

Commutator-Induced Uncertainty in VAEs

Receipt and verification

First computed	2026-07-05T11:06:46.910769Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b54c3dae28f044d4752b10be77b163292866ed6eec81bcefa5044fc9392536b

Aliases

arxiv: 2505.15507 · arxiv_version: 2505.15507v1 · doi: 10.48550/arxiv.2505.15507 · pith_short_12: DNKMHWXCR4CE · pith_short_16: DNKMHWXCR4CE2R2S · pith_short_8: DNKMHWXC

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/DNKMHWXCR4CE2R2SWEF6O6YWGK \
  | 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: 1b54c3dae28f044d4752b10be77b163292866ed6eec81bcefa5044fc9392536b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be288faf865916edd9b75fc4c72226b49addc6afcc798ca825eb7c6348342518",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T13:27:14Z",
    "title_canon_sha256": "5369e167993a6aefef44289ae30db8e9b86b3572d070e06ec0230ac5d38bf989"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15507",
    "kind": "arxiv",
    "version": 1
  }
}