Pith Number

pith:G3B6Y2VA

pith:2024:G3B6Y2VAEEOBISEX6OOS6NB2ZK

not attested not anchored not stored refs pending

Using Protected Attributes to Consider Fairness in Multi-Agent Systems

Elizabeth Black, Gabriele La Malfa, Jie M. Zhang, Michael Luck

arxiv:2410.12889 v1 · 2024-10-16 · cs.MA · 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{G3B6Y2VAEEOBISEX6OOS6NB2ZK}

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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

Interactional Fairness in LLM Multi-Agent Systems: An Evaluation Framework

Receipt and verification

First computed	2026-07-05T09:21:52.508480Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36c3ec6aa0211c144897f39d2f343aca9de8ab22f2de23bc220e2cb1bde55508

Aliases

arxiv: 2410.12889 · arxiv_version: 2410.12889v1 · doi: 10.48550/arxiv.2410.12889 · pith_short_12: G3B6Y2VAEEOB · pith_short_16: G3B6Y2VAEEOBISEX · pith_short_8: G3B6Y2VA

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/G3B6Y2VAEEOBISEX6OOS6NB2ZK \
  | 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: 36c3ec6aa0211c144897f39d2f343aca9de8ab22f2de23bc220e2cb1bde55508

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29c96cbcd48a91ee1f678922ec42ec4d60c4cd19587923e98440ad19bd1c3f19",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-10-16T08:12:01Z",
    "title_canon_sha256": "8535b93c6c6e08b8892f64c9bc99a51eed2adffc28ba5191bc85903b79038ba8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12889",
    "kind": "arxiv",
    "version": 1
  }
}