Pith Number

pith:IFADV4Y3

pith:2022:IFADV4Y3SYJCD7DK745MDM7IHH

not attested not anchored not stored refs pending

Scalable Multi-Agent Lab Framework for Lab Optimization

A. Gilad Kusne, Austin McDannald

arxiv:2208.09099 v3 · 2022-08-19 · cs.MA · cond-mat.mtrl-sci · 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{IFADV4Y3SYJCD7DK745MDM7IHH}

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

Optimal Resource Utilization for Autonomous Laboratory Orchestrators

Receipt and verification

First computed	2026-07-05T05:52:46.405209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41403af31b961221fc6aff3ac1b3e839c6e8ac6967b170039b8626b04791b60c

Aliases

arxiv: 2208.09099 · arxiv_version: 2208.09099v3 · doi: 10.48550/arxiv.2208.09099 · pith_short_12: IFADV4Y3SYJC · pith_short_16: IFADV4Y3SYJCD7DK · pith_short_8: IFADV4Y3

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/IFADV4Y3SYJCD7DK745MDM7IHH \
  | 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: 41403af31b961221fc6aff3ac1b3e839c6e8ac6967b170039b8626b04791b60c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21e3d888eb9abe66c8acbbc2d91e5c981d4151289424412e34f260e57ce83463",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-08-19T00:18:19Z",
    "title_canon_sha256": "b4b6c4be24d6f0a8ad5778c66901b61887318e33c89bd6dc682b0b4c44c21f27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.09099",
    "kind": "arxiv",
    "version": 3
  }
}