Pith. sign in
Pith Number

pith:MSGIOHUG

pith:2025:MSGIOHUGTPUWVH2VAS6FST7Y5Z
not attested not anchored not stored refs pending

Amplifying Minority Voices: AI-Mediated Devil's Advocate System for Inclusive Group Decision-Making

Dajung Kim, Kyungho Lee, Mingyu Kim, Seoyeong Hwang, Soohwan Lee

arxiv:2502.06251 v1 · 2025-02-10 · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MSGIOHUGTPUWVH2VAS6FST7Y5Z}

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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.
Receipt and verification
First computed 2026-07-05T10:11:49.609582Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

648c871e869be96a9f5504bc594ff8ee6620788e67a5e89834e012b8592ee5e8

Aliases

arxiv: 2502.06251 · arxiv_version: 2502.06251v1 · doi: 10.48550/arxiv.2502.06251 · pith_short_12: MSGIOHUGTPUW · pith_short_16: MSGIOHUGTPUWVH2V · pith_short_8: MSGIOHUG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MSGIOHUGTPUWVH2VAS6FST7Y5Z \
  | 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: 648c871e869be96a9f5504bc594ff8ee6620788e67a5e89834e012b8592ee5e8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7b4b93670966b8d485b82f63362a11e0e8954781ec12a0d57a2f216159d0b4c3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-02-10T08:29:57Z",
    "title_canon_sha256": "7427e84835893cbe1fa84d2509d7d94655d41d061d6212bea9f4212ee52d21ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06251",
    "kind": "arxiv",
    "version": 1
  }
}