Pith. sign in
Pith Number

pith:KG6XVULE

pith:2025:KG6XVULEXADTEYWDTJNWRQYWXU
not attested not anchored not stored refs pending

Designing DSIC Mechanisms for Data Sharing in the Era of Large Language Models

Kourosh Shahnazari, MohammadAmin Fazli, Mohammmadali Keshtparvar, Seyed Moein Ayyoubzadeh

arxiv:2506.05379 v1 · 2025-06-01 · cs.GT · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{KG6XVULEXADTEYWDTJNWRQYWXU}

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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 2026-07-05T11:17:01.586369Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

51bd7ad164b8073262c39a5b68c316bd213b6d6967a68911e013fa3e23599839

Aliases

arxiv: 2506.05379 · arxiv_version: 2506.05379v1 · doi: 10.48550/arxiv.2506.05379 · pith_short_12: KG6XVULEXADT · pith_short_16: KG6XVULEXADTEYWD · pith_short_8: KG6XVULE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KG6XVULEXADTEYWDTJNWRQYWXU \
  | 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: 51bd7ad164b8073262c39a5b68c316bd213b6d6967a68911e013fa3e23599839
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1175c59feebc544cfa56112cec2d2be1428d78481e5e1c64564a19956aebe184",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2025-06-01T22:17:18Z",
    "title_canon_sha256": "a955acf767ce5134d245b72ae1aaa3f5d660cb1fe6bf87e41ffbbef6eb347eb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05379",
    "kind": "arxiv",
    "version": 1
  }
}