Pith Number

pith:QJMOLQVF

pith:2023:QJMOLQVFAOVMJYDYXOUUGPQKTA

not attested not anchored not stored refs pending

Forgetting Private Textual Sequences in Language Models via Leave-One-Out Ensemble

Ozlem Kalinli, Zhe Liu

arxiv:2309.16082 v1 · 2023-09-28 · cs.CL · 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{QJMOLQVFAOVMJYDYXOUUGPQKTA}

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	2026-07-05T06:55:11.249344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8258e5c2a503aac4e078bba9433e0a982b032911f3d6f85a52a14fc8e4f393c6

Aliases

arxiv: 2309.16082 · arxiv_version: 2309.16082v1 · doi: 10.48550/arxiv.2309.16082 · pith_short_12: QJMOLQVFAOVM · pith_short_16: QJMOLQVFAOVMJYDY · pith_short_8: QJMOLQVF

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/QJMOLQVFAOVMJYDYXOUUGPQKTA \
  | 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: 8258e5c2a503aac4e078bba9433e0a982b032911f3d6f85a52a14fc8e4f393c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ff72134b456303e9874e735834265c80c1aa226fe835155d4e29d88779aaf0a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-28T00:43:18Z",
    "title_canon_sha256": "8fd3e42f26f80e5bd191b52f7a0bebbfbbeeef12ee96110d9b8c5a7c1488f6ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16082",
    "kind": "arxiv",
    "version": 1
  }
}