Pith Number

pith:2T62Q75O

pith:2025:2T62Q75OVDFGBXBLPJKV5BHGUP

not attested not anchored not stored refs pending

On the importance of multiple training seeds for evaluating machine unlearning

Axel Finke, Georgina Cosma, Jamie Lanyon, Petros Andreou

arxiv:2510.26714 v5 · 2025-10-30 · 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{2T62Q75OVDFGBXBLPJKV5BHGUP}

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	2026-06-08T01:03:50.513265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4fda87faea8ca60dc2b7a555e84e6a3d71dfb1c48c73de091cf3d6118b7f284

Aliases

arxiv: 2510.26714 · arxiv_version: 2510.26714v5 · doi: 10.48550/arxiv.2510.26714 · pith_short_12: 2T62Q75OVDFG · pith_short_16: 2T62Q75OVDFGBXBL · pith_short_8: 2T62Q75O

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/2T62Q75OVDFGBXBLPJKV5BHGUP \
  | 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: d4fda87faea8ca60dc2b7a555e84e6a3d71dfb1c48c73de091cf3d6118b7f284

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f581e47274f3bf3aedd6a1bc1d6ac68ad880c9e0cbc94045a9a900a5dd3f5a7b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-30T17:13:42Z",
    "title_canon_sha256": "642cb1a8a662815c6e5dde7cb2dc6ee321c154036608c9df0e75e85fe90fde4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.26714",
    "kind": "arxiv",
    "version": 5
  }
}