Pith Number

pith:JY7ZLVRO

pith:2026:JY7ZLVRONCWJQOLOEHEERJ2X36

not attested not anchored not stored refs pending

Cross-domain benchmarks reveal when coordinated AI agents improve scientific inference from partial evidence

Fiona Y. Wong, Markus J. Buehler

arxiv:2605.22300 v1 · 2026-05-21 · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JY7ZLVRONCWJQOLOEHEERJ2X36}

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	2026-05-22T01:04:36.839561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e3f95d62e68ac98396e21c848a757dfab8b9272007e5632727a27b9fa283dae

Aliases

arxiv: 2605.22300 · arxiv_version: 2605.22300v1 · doi: 10.48550/arxiv.2605.22300 · pith_short_12: JY7ZLVRONCWJ · pith_short_16: JY7ZLVRONCWJQOLO · pith_short_8: JY7ZLVRO

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/JY7ZLVRONCWJQOLOEHEERJ2X36 \
  | 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: 4e3f95d62e68ac98396e21c848a757dfab8b9272007e5632727a27b9fa283dae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9b2b946a886a073e3f70f5498e854b08bb76fc9c0aee4c0c40fad51ac7549e4",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-21T10:46:50Z",
    "title_canon_sha256": "dc7706feb0d7e58f1643a073b3438e49f5ecd0fe20896fd04fee79a8d656e017"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22300",
    "kind": "arxiv",
    "version": 1
  }
}