Pith Number

pith:T7HCMRA6

pith:2022:T7HCMRA6XWGJXT7XQV2LHPEFL6

not attested not anchored not stored refs pending

Towards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows

Abinash Kumar, James M. LeBeau, Michael Xu

arxiv:2208.02865 v1 · 2022-08-04 · physics.ins-det · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T7HCMRA6XWGJXT7XQV2LHPEFL6}

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	2026-07-05T04:46:16.832110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fce26441ebd8c9bcff78574b3bc855fa0e0420d1886767518a005cb5287b082

Aliases

arxiv: 2208.02865 · arxiv_version: 2208.02865v1 · doi: 10.48550/arxiv.2208.02865 · pith_short_12: T7HCMRA6XWGJ · pith_short_16: T7HCMRA6XWGJXT7X · pith_short_8: T7HCMRA6

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/T7HCMRA6XWGJXT7XQV2LHPEFL6 \
  | 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: 9fce26441ebd8c9bcff78574b3bc855fa0e0420d1886767518a005cb5287b082

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ccfc594f1dd403c041700087e5c73a82038b41a86d550cec47061f35fc8800d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ins-det",
    "submitted_at": "2022-08-04T20:02:21Z",
    "title_canon_sha256": "e18431aec8838d28689269e95e4a0a94e9642289b2dfdd47437183917b230591"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.02865",
    "kind": "arxiv",
    "version": 1
  }
}