Pith Number

pith:QVCTTPUV

pith:2026:QVCTTPUVZG5AE3KRA4FQWE6PHB

not attested not anchored not stored refs pending

Beyond Shapley: An Influence-Based Data Auditing Pipeline for LLM Alignment and Evaluation

Jun Qin, Matthew Watson, Peter Grabowski, Yunting Song

arxiv:2607.22766 v1 · 2026-07-24 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QVCTTPUVZG5AE3KRA4FQWE6PHB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-28T00:21:53.346118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

854539be95c9ba026d51070b0b13cf3845db4b6d8936f37ca0003c21a4b3eb99

Aliases

arxiv: 2607.22766 · arxiv_version: 2607.22766v1 · doi: 10.48550/arxiv.2607.22766 · pith_short_12: QVCTTPUVZG5A · pith_short_16: QVCTTPUVZG5AE3KR · pith_short_8: QVCTTPUV

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/QVCTTPUVZG5AE3KRA4FQWE6PHB \
  | 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: 854539be95c9ba026d51070b0b13cf3845db4b6d8936f37ca0003c21a4b3eb99

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6a1071f055cb542af4df283acd76f98da44c33a91612754e74b1ef23274453c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-24T03:31:44Z",
    "title_canon_sha256": "17df459e1cd9de46eb36bc9b65462d2e48b9aba141297d90ec1b3fbc56f81da0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22766",
    "kind": "arxiv",
    "version": 1
  }
}