Pith Number

pith:GMNDFVB7

pith:2025:GMNDFVB735DG3K7NXWZZWQXX4A

not attested not anchored not stored refs pending

Why Representation Engineering Works: A Theoretical and Empirical Study in Vision-Language Models

Ang Li, Bowei Tian, Hongyi Wang, Meng Liu, Xuntao Lyu

arxiv:2503.22720 v1 · 2025-03-25 · cs.LG · 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{GMNDFVB735DG3K7NXWZZWQXX4A}

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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

3 papers in Pith

Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring

Dynamic Latent Routing

Why MLLMs Struggle to Determine Object Orientations

Receipt and verification

First computed	2026-07-05T10:41:24.311569Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

331a32d43fdf466dabedbdb39b42f7e02746a9f2f9c2513c249cfa57a9d262b0

Aliases

arxiv: 2503.22720 · arxiv_version: 2503.22720v1 · doi: 10.48550/arxiv.2503.22720 · pith_short_12: GMNDFVB735DG · pith_short_16: GMNDFVB735DG3K7N · pith_short_8: GMNDFVB7

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/GMNDFVB735DG3K7NXWZZWQXX4A \
  | 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: 331a32d43fdf466dabedbdb39b42f7e02746a9f2f9c2513c249cfa57a9d262b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3cf7f078206330b4698d89a6c51973f9ca0bb1163cff865cfc8012340afeae2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-25T20:32:15Z",
    "title_canon_sha256": "1fb89933336a3adda9520ab92d44f249a704b28c6f4fbdf157e789e950f7b7bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22720",
    "kind": "arxiv",
    "version": 1
  }
}