Pith. sign in
Pith Number

pith:QGQUEQ3K

pith:2025:QGQUEQ3KESEHUE3UJMGQZASXSM
not attested not anchored not stored refs pending

Daunce: Data Attribution through Uncertainty Estimation

Chenlu Ye, Jiaqi W. Ma, Joseph Melkonian, Tong Zhang, Xingyuan Pan

arxiv:2505.23223 v1 · 2025-05-29 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QGQUEQ3KESEHUE3UJMGQZASXSM}

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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 2026-07-05T11:11:57.825846Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

81a142436a24887a13744b0d0c82579300609471c0665b0cdd5a45f92d6dd7ba

Aliases

arxiv: 2505.23223 · arxiv_version: 2505.23223v1 · doi: 10.48550/arxiv.2505.23223 · pith_short_12: QGQUEQ3KESEH · pith_short_16: QGQUEQ3KESEHUE3U · pith_short_8: QGQUEQ3K
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QGQUEQ3KESEHUE3UJMGQZASXSM \
  | 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: 81a142436a24887a13744b0d0c82579300609471c0665b0cdd5a45f92d6dd7ba
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "67f0598c8bc221e90f111f20019fd6b48bffe1dd0df6c3a5f4e19ba673d92d79",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T08:08:38Z",
    "title_canon_sha256": "7a04a3c619e79b611f85785f573622735aadafd9da6375735aed42cf59d05a13"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23223",
    "kind": "arxiv",
    "version": 1
  }
}