Pith Number

pith:PPCNTAVG

pith:2025:PPCNTAVG36COJQKBEJC74FY3BD

not attested not anchored not stored refs pending

Fairness in Agentic AI: A Unified Framework for Ethical and Equitable Multi-Agent System

Rajesh Ranjan, Shailja Gupta, Surya Narayan Singh

arxiv:2502.07254 v2 · 2025-02-11 · cs.MA · cs.AI · 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{PPCNTAVG36COJQKBEJC74FY3BD}

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

2 papers in Pith

A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks

LLM-Based Agentic Negotiation for 6G: Addressing Uncertainty Neglect and Tail-Event Risk

Receipt and verification

First computed	2026-07-05T10:22:13.120071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bc4d982a6df84e4c1412245fe171b08d5ae428c6dc5ba5ee58999a7387b0918

Aliases

arxiv: 2502.07254 · arxiv_version: 2502.07254v2 · doi: 10.48550/arxiv.2502.07254 · pith_short_12: PPCNTAVG36CO · pith_short_16: PPCNTAVG36COJQKB · pith_short_8: PPCNTAVG

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/PPCNTAVG36COJQKBEJC74FY3BD \
  | 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: 7bc4d982a6df84e4c1412245fe171b08d5ae428c6dc5ba5ee58999a7387b0918

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98e84b27c43498f52ad27426afc26dcdd8639cce3d6a366bf22af668406d1a20",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-02-11T04:42:00Z",
    "title_canon_sha256": "c2744652931c4703eaf2234ebadfb80ced6e44810d072d120dcc0f9616421297"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07254",
    "kind": "arxiv",
    "version": 2
  }
}