Pith Number

pith:MKYDJWZV

pith:2025:MKYDJWZVGOBLTDAORCEGYX25ZJ

not attested not anchored not stored refs pending

SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings

Cen Chen, Hao Peng, Huiping Zhuang, Weikai Lu, Ziqian Zeng

arxiv:2502.12562 v3 · 2025-02-18 · cs.CL · cs.CR · cs.MM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MKYDJWZVGOBLTDAORCEGYX25ZJ}

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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

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T11:14:27.485858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62b034db353382b98c0e88886c5f5dca514f9ea6ede1150a851aa355c8fdc495

Aliases

arxiv: 2502.12562 · arxiv_version: 2502.12562v3 · doi: 10.48550/arxiv.2502.12562 · pith_short_12: MKYDJWZVGOBL · pith_short_16: MKYDJWZVGOBLTDAO · pith_short_8: MKYDJWZV

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/MKYDJWZVGOBLTDAORCEGYX25ZJ \
  | 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: 62b034db353382b98c0e88886c5f5dca514f9ea6ede1150a851aa355c8fdc495

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1bfa86162459e8dbf4a89a94c484057b866071e377b0261deb928c1bf7d85f5",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-18T05:57:35Z",
    "title_canon_sha256": "2c1321939ebbd65755af23d35da3ebdbf2ac4a7518504d6093bf82a10f6e07d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.12562",
    "kind": "arxiv",
    "version": 3
  }
}