Pith Number

pith:T3LMCMHM

pith:2024:T3LMCMHMFWC3CSM4FFKVVKZ4VP

not attested not anchored not stored refs pending

Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems

Chandan Kumar Sah, Lian Xiaoli, Muhammad Mirajul Islam

arxiv:2401.04057 v1 · 2024-01-08 · cs.IR · cs.AI · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T3LMCMHMFWC3CSM4FFKVVKZ4VP}

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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

PerFairX: Is There a Balance Between Fairness and Personality in Large Language Model Recommendations?

Receipt and verification

First computed	2026-07-05T09:00:47.651722Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ed6c130ec2d85b1499c29555aab3cabfb1d3fa00c2ebabe9dd48e544f575d39

Aliases

arxiv: 2401.04057 · arxiv_version: 2401.04057v1 · doi: 10.48550/arxiv.2401.04057 · pith_short_12: T3LMCMHMFWC3 · pith_short_16: T3LMCMHMFWC3CSM4 · pith_short_8: T3LMCMHM

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/T3LMCMHMFWC3CSM4FFKVVKZ4VP \
  | 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: 9ed6c130ec2d85b1499c29555aab3cabfb1d3fa00c2ebabe9dd48e544f575d39

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4321d8d41db62e6cec5c1b20903eef0a1b39e8f1f7dfaa75560263dc15b408c6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-01-08T17:57:29Z",
    "title_canon_sha256": "953e376a7777c28f00fe4e1e02675b21e0f2a1efbd9a253025a6ec78fc892d1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04057",
    "kind": "arxiv",
    "version": 1
  }
}