Pith Number

pith:FGCLSBAS

pith:2024:FGCLSBAS7VN2IJZZASSBTY5VHY

not attested not anchored not stored refs pending

The fast committor machine: Interpretable prediction with kernels

D. Aristoff, G. Simpson, M. Johnson, R. J. Webber

arxiv:2405.10410 v3 · 2024-05-16 · math.NA · cs.LG · cs.NA · 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{FGCLSBAS7VN2IJZZASSBTY5VHY}

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	2026-07-05T08:54:13.401247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2984b90412fd5ba4273904a419e3b53e0dfb50a33c0d4e484d27b4e2de4199dd

Aliases

arxiv: 2405.10410 · arxiv_version: 2405.10410v3 · doi: 10.48550/arxiv.2405.10410 · pith_short_12: FGCLSBAS7VN2 · pith_short_16: FGCLSBAS7VN2IJZZ · pith_short_8: FGCLSBAS

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/FGCLSBAS7VN2IJZZASSBTY5VHY \
  | 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: 2984b90412fd5ba4273904a419e3b53e0dfb50a33c0d4e484d27b4e2de4199dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe9986e701cc92acd3098258cc71c319720fc643ab7c0b96eb86f0614e3c63ba",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2024-05-16T19:22:49Z",
    "title_canon_sha256": "199631b9e0f72ad50f2036dd4fdd2c8b06c2565b5b4845abc003f571a8c58082"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.10410",
    "kind": "arxiv",
    "version": 3
  }
}