Pith Number

pith:GRHR65FG

pith:2023:GRHR65FGSRVLBZEXO5Q5NHGE6N

not attested not anchored not stored refs pending

Group sequential two-stage preference designs

Denise Esserman, Fan Li, Mary M. Ryan, Ruyi Liu

arxiv:2310.11603 v1 · 2023-10-17 · stat.ME · stat.OT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GRHR65FGSRVLBZEXO5Q5NHGE6N}

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.

Cited by

1 paper in Pith

RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs

Receipt and verification

First computed	2026-07-05T07:16:47.708508Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

344f1f74a6946ab0e4977761d69cc4f34220a7a5593e0b9dfcb5b6a2a32b5288

Aliases

arxiv: 2310.11603 · arxiv_version: 2310.11603v1 · doi: 10.48550/arxiv.2310.11603 · pith_short_12: GRHR65FGSRVL · pith_short_16: GRHR65FGSRVLBZEX · pith_short_8: GRHR65FG

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/GRHR65FGSRVLBZEXO5Q5NHGE6N \
  | 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: 344f1f74a6946ab0e4977761d69cc4f34220a7a5593e0b9dfcb5b6a2a32b5288

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89dcce12065a6707b0998bbe97e42f31c9d2c265fcf69e83097667d63673e843",
    "cross_cats_sorted": [
      "stat.OT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-10-17T21:54:24Z",
    "title_canon_sha256": "be453d52c0ac23fb4a40ca86d3f7e57f6f3d9e388496ff0f1894f3ff645838b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11603",
    "kind": "arxiv",
    "version": 1
  }
}