Pith Number

pith:7PVNBMB2

pith:2025:7PVNBMB2UXJ5LFRDLC5TUEHANM

not attested not anchored not stored refs pending

MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered

Asli Akalin, Cole Huang, Imran Mirza, Ishwara Vasista, Kevin Zhu, Rohan Patil, Sean O'Brien

arxiv:2507.01019 v1 · 2025-04-10 · cs.CL · 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{7PVNBMB2UXJ5LFRDLC5TUEHANM}

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

Fairness in Multi-Agent Systems for Software Engineering: An SDLC-Oriented Rapid Review

Receipt and verification

First computed	2026-07-05T11:30:23.863932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbead0b03aa5d3d5962358bb3a10e06b34eb88e90126585c835d240aa8840132

Aliases

arxiv: 2507.01019 · arxiv_version: 2507.01019v1 · doi: 10.48550/arxiv.2507.01019 · pith_short_12: 7PVNBMB2UXJ5 · pith_short_16: 7PVNBMB2UXJ5LFRD · pith_short_8: 7PVNBMB2

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/7PVNBMB2UXJ5LFRDLC5TUEHANM \
  | 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: fbead0b03aa5d3d5962358bb3a10e06b34eb88e90126585c835d240aa8840132

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93b33168527ea6f65119e9904aa61b0bd950e39621cf94a963908a717622e53a",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-10T19:16:40Z",
    "title_canon_sha256": "bf9b05f69d0e99755b34d33d62d52f8d27f76169fb4819b6b6ed955b03fcc7e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01019",
    "kind": "arxiv",
    "version": 1
  }
}