Pith Number

pith:35VCHGKB

pith:2025:35VCHGKBD2OI3RXTXNK65UK5CC

not attested not anchored not stored refs pending

Multi-modal video data-pipelines for machine learning with minimal human supervision

Marius Leordeanu, Mihai-Cristian P\^irvu

arxiv:2510.14862 v2 · 2025-10-16 · cs.CV · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{35VCHGKBD2OI3RXTXNK65UK5CC}

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	2026-05-26T02:03:58.172186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df6a2399411e9c8dc6f3bb55eed15d109422b818fc289e9cb9dd2a08631ce691

Aliases

arxiv: 2510.14862 · arxiv_version: 2510.14862v2 · doi: 10.48550/arxiv.2510.14862 · pith_short_12: 35VCHGKBD2OI · pith_short_16: 35VCHGKBD2OI3RXT · pith_short_8: 35VCHGKB

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/35VCHGKBD2OI3RXTXNK65UK5CC \
  | 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: df6a2399411e9c8dc6f3bb55eed15d109422b818fc289e9cb9dd2a08631ce691

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ed6a6e4418399851acff8e7f386b080c7e3cffe38d9f530374f13c51d6b9b00",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-16T16:36:29Z",
    "title_canon_sha256": "e64efd8eacfd6a1fbb9f7a81edba810fc4467a59437411b054410fec361f659a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.14862",
    "kind": "arxiv",
    "version": 2
  }
}