Pith Number

pith:RYCS6RI2

pith:2025:RYCS6RI2FUPUHP42YMP4HZZA4J

not attested not anchored not stored refs pending

Refining Positive and Toxic Samples for Dual Safety Self-Alignment of LLMs with Minimal Human Interventions

Guoshun Nan, Jingxin Xu, Sheng Guan, Sicong Leng, Xiaofeng Tao, Yanzhao Hou, Yilian Liu, Yuyang Ma, Zhili Zhou, Zixiao Wang

arxiv:2502.08657 v1 · 2025-02-08 · 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{RYCS6RI2FUPUHP42YMP4HZZA4J}

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	2026-07-05T10:13:28.065477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e052f451a2d1f43bf9ac31fc3e720e26e575d1999576b686f1214b628323f79

Aliases

arxiv: 2502.08657 · arxiv_version: 2502.08657v1 · doi: 10.48550/arxiv.2502.08657 · pith_short_12: RYCS6RI2FUPU · pith_short_16: RYCS6RI2FUPUHP42 · pith_short_8: RYCS6RI2

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/RYCS6RI2FUPUHP42YMP4HZZA4J \
  | 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: 8e052f451a2d1f43bf9ac31fc3e720e26e575d1999576b686f1214b628323f79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d87b4c7d0b997c0cb431180c5be992f3706786b6a2be74079347d9ec8e01550",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-08T09:54:47Z",
    "title_canon_sha256": "8bc5c33fb81d63610eb085a5198d98ff1cc523c21df00c31bd0e097d2fe5c06c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.08657",
    "kind": "arxiv",
    "version": 1
  }
}