Pith Number

pith:OF4P77JN

pith:2025:OF4P77JNZGQFZG4BTAG4G4KBBW

not attested not anchored not stored refs pending

How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations

Bernt Schiele, Francesco Locatello, Moritz B\"ohle, Siddhartha Gairola

arxiv:2503.00641 v1 · 2025-03-01 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OF4P77JNZGQFZG4BTAG4G4KBBW}

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

On the Fragility of Data Attribution When Learning Is Distributed

Receipt and verification

First computed	2026-07-05T10:22:26.553863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7178fffd2dc9a05c9b81980dc371410db3d34c88a3055254d6c36b8d58db7953

Aliases

arxiv: 2503.00641 · arxiv_version: 2503.00641v1 · doi: 10.48550/arxiv.2503.00641 · pith_short_12: OF4P77JNZGQF · pith_short_16: OF4P77JNZGQFZG4B · pith_short_8: OF4P77JN

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/OF4P77JNZGQFZG4BTAG4G4KBBW \
  | 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: 7178fffd2dc9a05c9b81980dc371410db3d34c88a3055254d6c36b8d58db7953

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7171216bb095052e520effa560e2c06d001de37bec999febcc8745649398cc7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-01T22:25:11Z",
    "title_canon_sha256": "a5af0deceb71f3da8ff5909b503f18d8e270899f4ab0e479bcb385171bcc2210"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00641",
    "kind": "arxiv",
    "version": 1
  }
}