Pith Number

pith:PMTSRNFZ

pith:2025:PMTSRNFZHY7ZY6EF2G4SECS2LF

not attested not anchored not stored refs pending

MTSA: Multi-turn Safety Alignment for LLMs through Multi-round Red-teaming

Daojing He, Jing Li, Jun Yu, Min Zhang, Weiyang Guo, Wenya Wang, Yu Li

arxiv:2505.17147 v1 · 2025-05-22 · cs.CR · 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{PMTSRNFZHY7ZY6EF2G4SECS2LF}

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

Mitigating Many-shot Jailbreak Attacks with One Single Demonstration

Receipt and verification

First computed	2026-07-05T11:07:47.830794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b2728b4b93e3f9c7885d1b9220a5a594fbc854525d5f79450e9b21698dfed56

Aliases

arxiv: 2505.17147 · arxiv_version: 2505.17147v1 · doi: 10.48550/arxiv.2505.17147 · pith_short_12: PMTSRNFZHY7Z · pith_short_16: PMTSRNFZHY7ZY6EF · pith_short_8: PMTSRNFZ

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/PMTSRNFZHY7ZY6EF2G4SECS2LF \
  | 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: 7b2728b4b93e3f9c7885d1b9220a5a594fbc854525d5f79450e9b21698dfed56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b1522d48a4c019bfb4aff6a2ad7b6602bcb7d3503c7d32fdac1bc23daceb47b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-22T08:22:57Z",
    "title_canon_sha256": "6c2c9198ac2af62bfea04fbff76c5bdcf923973e3bcea206782edef89ba109d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17147",
    "kind": "arxiv",
    "version": 1
  }
}