Pith Number

pith:DBWIM3ZH

pith:2023:DBWIM3ZHXHTLHPLB4C2A6YLZXI

not attested not anchored not stored refs pending

PrivacyMind: Large Language Models Can Be Contextual Privacy Protection Learners

Haifeng Chen, Quanquan Gu, Wei Cheng, Wei Wang, Wenchao Yu, Xianjun Yang, Xiao Luo, Xujiang Zhao, Yanchi Liu, Yijia Xiao, Yiqiao Jin, Yue Wu, Yushi Bai

arxiv:2310.02469 v3 · 2023-10-03 · cs.CL · cs.AI · 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{DBWIM3ZHXHTLHPLB4C2A6YLZXI}

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	2026-07-05T09:26:56.673466Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

186c866f27b9e6b3bd61e0b40f6179ba1fffc88d8272906131bc583fec694b50

Aliases

arxiv: 2310.02469 · arxiv_version: 2310.02469v3 · doi: 10.48550/arxiv.2310.02469 · pith_short_12: DBWIM3ZHXHTL · pith_short_16: DBWIM3ZHXHTLHPLB · pith_short_8: DBWIM3ZH

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/DBWIM3ZHXHTLHPLB4C2A6YLZXI \
  | 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: 186c866f27b9e6b3bd61e0b40f6179ba1fffc88d8272906131bc583fec694b50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2ffc39bc02c4984aa2aa82269053398f00610f1288fbd87a0d0a527b3ac49b9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-03T22:37:01Z",
    "title_canon_sha256": "416f801502c8cbbbba05dec912f8b070cf6df0a1ece1617db4d56130036870a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02469",
    "kind": "arxiv",
    "version": 3
  }
}