Pith Number

pith:4QHTALJG

pith:2024:4QHTALJGBDSLQ7FHZ3N2DR7D7M

not attested not anchored not stored refs pending

Attribute-to-Delete: Machine Unlearning via Datamodel Matching

Aleksander Madry, Andrew Ilyas, Kristian Georgiev, Roy Rinberg, Seth Neel, Shivam Garg, Sung Min Park

arxiv:2410.23232 v2 · 2024-10-30 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4QHTALJGBDSLQ7FHZ3N2DR7D7M}

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

De-attribute to Forget for LLM Unlearning

Receipt and verification

First computed	2026-07-05T09:34:00.444002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e40f302d2608e4b87ca7cedba1c7e3fb0f0f67d9abd15c11d3fb1509063200b8

Aliases

arxiv: 2410.23232 · arxiv_version: 2410.23232v2 · doi: 10.48550/arxiv.2410.23232 · pith_short_12: 4QHTALJGBDSL · pith_short_16: 4QHTALJGBDSLQ7FH · pith_short_8: 4QHTALJG

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/4QHTALJGBDSLQ7FHZ3N2DR7D7M \
  | 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: e40f302d2608e4b87ca7cedba1c7e3fb0f0f67d9abd15c11d3fb1509063200b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "208553e93d8353603eac11e0a4dcd83fedc2a83e3d9898b515fa4cee57914491",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T17:20:10Z",
    "title_canon_sha256": "b81015ea54fd016db3adba3e25561df9879b9f94109af64164e09dd70a020eb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23232",
    "kind": "arxiv",
    "version": 2
  }
}