Pith Number

pith:3CLN6GYR

pith:2024:3CLN6GYRTBWQFBJ4F37JB7LD3Z

not attested not anchored not stored refs pending

Active oversight and quality control in standard Bayesian optimization for autonomous experiments

Rama Vasudevan, Sumner B. Harris, Yongtao Liu

arxiv:2405.16230 v1 · 2024-05-25 · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3CLN6GYRTBWQFBJ4F37JB7LD3Z}

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	2026-07-05T08:23:27.538241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d896df1b11986d02853c2efe90fd63de4f9b5a4d14306b1162c3e7d33336e89d

Aliases

arxiv: 2405.16230 · arxiv_version: 2405.16230v1 · doi: 10.48550/arxiv.2405.16230 · pith_short_12: 3CLN6GYRTBWQ · pith_short_16: 3CLN6GYRTBWQFBJ4 · pith_short_8: 3CLN6GYR

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/3CLN6GYRTBWQFBJ4F37JB7LD3Z \
  | 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: d896df1b11986d02853c2efe90fd63de4f9b5a4d14306b1162c3e7d33336e89d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d557bc0c305487aacabb6f3827c46df8d1fd94d3b436ad6df8e2dfa170cae20",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-05-25T13:39:45Z",
    "title_canon_sha256": "e69b3d6581ef53e50b77dee0ff258a1430bce13921962fc36ebdf79b6100949a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16230",
    "kind": "arxiv",
    "version": 1
  }
}