Pith Number

pith:XRYCC5UN

pith:2026:XRYCC5UN6HX4T42PSITQDBYRH5

not attested not anchored not stored refs pending

GAE: Graph-Augmented Evolution for Scientific Discovery via Reinforcement Optimization

Taoli Cheng, Xuanzhou Chen

arxiv:2607.10127 v1 · 2026-07-11 · cs.LG · 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{XRYCC5UN6HX4T42PSITQDBYRH5}

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	2026-07-14T01:20:26.653067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc7021768df1efc9f34f92270187113f4b7a77f3c5c9156fd6cbf478c9079cc0

Aliases

arxiv: 2607.10127 · arxiv_version: 2607.10127v1 · doi: 10.48550/arxiv.2607.10127 · pith_short_12: XRYCC5UN6HX4 · pith_short_16: XRYCC5UN6HX4T42P · pith_short_8: XRYCC5UN

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/XRYCC5UN6HX4T42PSITQDBYRH5 \
  | 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: bc7021768df1efc9f34f92270187113f4b7a77f3c5c9156fd6cbf478c9079cc0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea3de5d355a6c5f5701ad981151d0ce9095e02d9f85615f09ad264e5295d6bbd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-11T05:32:54Z",
    "title_canon_sha256": "9c5485fb0debd54aa1de8b5f86d6fdde3950fb8c684eca8b21bdad61522d9e8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10127",
    "kind": "arxiv",
    "version": 1
  }
}