Pith Number

pith:KWWJKTQP

pith:2025:KWWJKTQPI4ANKSPV5QDEEFFHQB

not attested not anchored not stored refs pending

FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness

Chandan Kumar Sah, Li Zhang, Tony Xu, Xiaoli Lian

arxiv:2504.07801 v1 · 2025-04-10 · cs.IR · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KWWJKTQPI4ANKSPV5QDEEFFHQB}

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

3 papers in Pith

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation

Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest

Receipt and verification

First computed	2026-07-05T10:47:14.993851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55ac954e0f4700d549f5ec064214a7805b0c6394fed87f9df1094bfa7946285f

Aliases

arxiv: 2504.07801 · arxiv_version: 2504.07801v1 · doi: 10.48550/arxiv.2504.07801 · pith_short_12: KWWJKTQPI4AN · pith_short_16: KWWJKTQPI4ANKSPV · pith_short_8: KWWJKTQP

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/KWWJKTQPI4ANKSPV5QDEEFFHQB \
  | 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: 55ac954e0f4700d549f5ec064214a7805b0c6394fed87f9df1094bfa7946285f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ec9dee41ad0284a202570c958350328b8772415b71189b3b674e33294a66133",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-04-10T14:38:15Z",
    "title_canon_sha256": "3e638fca2a2dc50388fd2d01d7cf1e0e1b322033c2eeee86dac2b79a209c1387"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.07801",
    "kind": "arxiv",
    "version": 1
  }
}