Pith Number

pith:GI4JY6EJ

pith:2024:GI4JY6EJMYF3RFAPRUTEIG2AKX

not attested not anchored not stored refs pending

Does Unlearning Truly Unlearn? A Black Box Evaluation of LLM Unlearning Methods

Asa Cooper Stickland, Jai Doshi

arxiv:2411.12103 v3 · 2024-11-18 · cs.CL · 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{GI4JY6EJMYF3RFAPRUTEIG2AKX}

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

Improving LLM Unlearning Robustness via Random Perturbations

Receipt and verification

First computed	2026-07-05T10:18:45.157141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32389c7889660bb8940f8d26441b4055eea5a2dafdd450b6927901090ff27a46

Aliases

arxiv: 2411.12103 · arxiv_version: 2411.12103v3 · doi: 10.48550/arxiv.2411.12103 · pith_short_12: GI4JY6EJMYF3 · pith_short_16: GI4JY6EJMYF3RFAP · pith_short_8: GI4JY6EJ

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/GI4JY6EJMYF3RFAPRUTEIG2AKX \
  | 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: 32389c7889660bb8940f8d26441b4055eea5a2dafdd450b6927901090ff27a46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b90c50639d430395db5fe616fe517d6fc9475bfc6883b060482a7bbb7a77f27",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-18T22:31:17Z",
    "title_canon_sha256": "0ca7c4e2398f7b3f3188075f0cbd23446c428b23fcd8bb628ce5c437c0357dd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12103",
    "kind": "arxiv",
    "version": 3
  }
}