Pith Number

pith:MAOK5G4V

pith:2025:MAOK5G4VMOZ2XNQECDR2QOZVET

not attested not anchored not stored refs pending

Bias Mitigation Agent: Optimizing Source Selection for Fair and Balanced Knowledge Retrieval

Deepak Muppiri, Karanbir Singh, William Ngu

arxiv:2508.18724 v1 · 2025-08-26 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MAOK5G4VMOZ2XNQECDR2QOZVET}

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

Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems

Receipt and verification

First computed	2026-07-05T11:59:29.641153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

601cae9b9563b3abb60410e3a83b3524cfc0791d29835f134c2f3628f8e2cf48

Aliases

arxiv: 2508.18724 · arxiv_version: 2508.18724v1 · doi: 10.48550/arxiv.2508.18724 · pith_short_12: MAOK5G4VMOZ2 · pith_short_16: MAOK5G4VMOZ2XNQE · pith_short_8: MAOK5G4V

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/MAOK5G4VMOZ2XNQECDR2QOZVET \
  | 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: 601cae9b9563b3abb60410e3a83b3524cfc0791d29835f134c2f3628f8e2cf48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10627d08694603ac5f4a0e1537fdd849315150f1ccdf65d71823452ccddaad11",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-26T06:44:04Z",
    "title_canon_sha256": "2ee04cfc0bc899448addec1d62677138b1bb0548aba38b600c3acb9471debce3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18724",
    "kind": "arxiv",
    "version": 1
  }
}