Pith Number

pith:ENSDN5IM

pith:2025:ENSDN5IM74MD6U6ML66BIABZN4

not attested not anchored not stored refs pending

Beauty and the Bias: Exploring the Impact of Attractiveness on Multimodal Large Language Models

Aditya Gulati, Bruno Lepri, Moreno D'Inc\`a, Nicu Sebe, Nuria Oliver

arxiv:2504.16104 v3 · 2025-04-16 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ENSDN5IM74MD6U6ML66BIABZN4}

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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

2 papers in Pith

Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection

Bias in the Loop: Auditing LLM-as-a-Judge for Software Engineering

Receipt and verification

First computed	2026-07-05T11:52:02.029864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

236436f50cff183f53cc5fbc1400396f260e01dc10f2211d2879c4030eac00c0

Aliases

arxiv: 2504.16104 · arxiv_version: 2504.16104v3 · doi: 10.48550/arxiv.2504.16104 · pith_short_12: ENSDN5IM74MD · pith_short_16: ENSDN5IM74MD6U6M · pith_short_8: ENSDN5IM

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/ENSDN5IM74MD6U6ML66BIABZN4 \
  | 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: 236436f50cff183f53cc5fbc1400396f260e01dc10f2211d2879c4030eac00c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9989ff5b686740c17b606eb8e898f6c6815b451dd13b4b20e4eaf3f977b3aa7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-04-16T16:02:55Z",
    "title_canon_sha256": "0aa094ff4005069d79b0ca4b9f2a69d9a959598700ebb30abd0e09ea7c045b72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16104",
    "kind": "arxiv",
    "version": 3
  }
}