Pith Number

pith:Z6ZOFF6L

pith:2025:Z6ZOFF6LQAKFLB57A2IQW62WY6

not attested not anchored not stored refs pending

Provenance Tracking in Large-Scale Machine Learning Systems

Gabriele Padovani, Sandro Fiore, Valentine Anantharaj

arxiv:2507.01075 v1 · 2025-07-01 · cs.LG · 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{Z6ZOFF6LQAKFLB57A2IQW62WY6}

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

Provenance Tracking in AI Compilers through the Lens of Coalgebra

Receipt and verification

First computed	2026-07-05T11:30:24.777081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfb2e297cb80145587bf06910b7b56c7a54b286bc80e8fb4f12727c3cdf82283

Aliases

arxiv: 2507.01075 · arxiv_version: 2507.01075v1 · doi: 10.48550/arxiv.2507.01075 · pith_short_12: Z6ZOFF6LQAKF · pith_short_16: Z6ZOFF6LQAKFLB57 · pith_short_8: Z6ZOFF6L

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/Z6ZOFF6LQAKFLB57A2IQW62WY6 \
  | 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: cfb2e297cb80145587bf06910b7b56c7a54b286bc80e8fb4f12727c3cdf82283

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "863690c0135fb1ff8e43bfdef10221ff3741c228d3a304c65c82afb7f84c5a10",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-01T14:10:02Z",
    "title_canon_sha256": "75ed70939fb363362c9de0f3d0eb878983c87c79b9a1d16d451afbdbe4f9cd89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01075",
    "kind": "arxiv",
    "version": 1
  }
}