Pith. sign in
Pith Number

pith:ZC63ACZO

pith:2026:ZC63ACZOXVGW2CK2JH7ZBSJOKF
not attested not anchored not stored refs pending

Demographic Prompting at Scale: When More Attributes Hurt LLM--Human Agreement

Gene Louis Kim, Mahammed Kamruzzaman, Shrabon Kumar Das

arxiv:2607.10590 v1 · 2026-07-12 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZC63ACZOXVGW2CK2JH7ZBSJOKF}

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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 2026-07-14T01:21:22.716548Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c8bdb00b2ebd4d6d095a49ff90c92e515ac033a9de442fda1ef5cd3969b1aacf

Aliases

arxiv: 2607.10590 · arxiv_version: 2607.10590v1 · doi: 10.48550/arxiv.2607.10590 · pith_short_12: ZC63ACZOXVGW · pith_short_16: ZC63ACZOXVGW2CK2 · pith_short_8: ZC63ACZO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZC63ACZOXVGW2CK2JH7ZBSJOKF \
  | 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: c8bdb00b2ebd4d6d095a49ff90c92e515ac033a9de442fda1ef5cd3969b1aacf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f563c7474fdd7a17dadab45ac965417012f5f178270fd8254e7434d6a68104c3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-12T06:00:51Z",
    "title_canon_sha256": "0a088aa7c8deda1c37b5f42c0dc8f09ca6e3e13e5148a9a0bbd236f50b6b5347"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10590",
    "kind": "arxiv",
    "version": 1
  }
}