Pith Number

pith:PJV3JXNW

pith:2025:PJV3JXNWSDTOCOWF2GIPNGKLH5

not attested not anchored not stored refs pending

Multi-Metric Adaptive Experimental Design under Fixed Budget with Validation

Qining Zhang, Tanner Fiez, Wenyang Liu, Yi Liu

arxiv:2506.03062 v1 · 2025-06-03 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PJV3JXNWSDTOCOWF2GIPNGKLH5}

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	2026-07-05T11:15:14.184385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a6bb4ddb690e6e13ac5d190f6994b3f7978b8f82ae068024418d7ae594d0286

Aliases

arxiv: 2506.03062 · arxiv_version: 2506.03062v1 · doi: 10.48550/arxiv.2506.03062 · pith_short_12: PJV3JXNWSDTO · pith_short_16: PJV3JXNWSDTOCOWF · pith_short_8: PJV3JXNW

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/PJV3JXNWSDTOCOWF2GIPNGKLH5 \
  | 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: 7a6bb4ddb690e6e13ac5d190f6994b3f7978b8f82ae068024418d7ae594d0286

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7347ae750c6991647545e7481bba0486cc9d5c390e75a6b8e2d5bb1a101d03ee",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-03T16:41:11Z",
    "title_canon_sha256": "83649e9abead26a245fdd06fe8d71581a6e6774aca78d8e4ca2d047f486053be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03062",
    "kind": "arxiv",
    "version": 1
  }
}