Pith Number

pith:MR37JEZF

pith:2026:MR37JEZFSW3AS2GTQ6IKQV72WO

not attested not anchored not stored refs pending

TO-Agents: A Multi-Agent AI Pipeline for Preference-Guided Topology Optimization

Faez Ahmed, Hongrui Chen, Isabella A. Stewart

arxiv:2605.21622 v1 · 2026-05-20 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MR37JEZFSW3AS2GTQ6IKQV72WO}

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	2026-05-22T01:03:25.816590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6477f4932595b60968d38790a857fab38d4040567a41b08789ded337fa846a61

Aliases

arxiv: 2605.21622 · arxiv_version: 2605.21622v1 · doi: 10.48550/arxiv.2605.21622 · pith_short_12: MR37JEZFSW3A · pith_short_16: MR37JEZFSW3AS2GT · pith_short_8: MR37JEZF

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/MR37JEZFSW3AS2GTQ6IKQV72WO \
  | 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: 6477f4932595b60968d38790a857fab38d4040567a41b08789ded337fa846a61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a2e9e5caf76d6a10eae352d8d7155ef93e94737d179208ee2750473d348e787",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-20T18:32:56Z",
    "title_canon_sha256": "1883e002bcb2685eb6e1a5909acbe4d4b4fd1056dfdceb8fb80988fae72c4af5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21622",
    "kind": "arxiv",
    "version": 1
  }
}