Pith Number

pith:EJ4DZLSB

pith:2026:EJ4DZLSB73O5ON3LPWNFUBHXQH

not attested not anchored not stored refs pending

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Markus J. Buehler, Shashwat Sourav, Subhadeep Pal, Tirthankar Ghosal

arxiv:2607.00924 v1 · 2026-07-01 · cs.AI · cond-mat.mtrl-sci · cs.CL · 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{EJ4DZLSB73O5ON3LPWNFUBHXQH}

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	2026-07-02T01:18:23.692122Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22783cae41feddd7376b7d9a5a04f781df9c428c97e8281f2550c3fbbd593c71

Aliases

arxiv: 2607.00924 · arxiv_version: 2607.00924v1 · doi: 10.48550/arxiv.2607.00924 · pith_short_12: EJ4DZLSB73O5 · pith_short_16: EJ4DZLSB73O5ON3L · pith_short_8: EJ4DZLSB

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/EJ4DZLSB73O5ON3LPWNFUBHXQH \
  | 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: 22783cae41feddd7376b7d9a5a04f781df9c428c97e8281f2550c3fbbd593c71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94fd735f79eda6027686e858bf801c62be45e5a897825c29e443ac342b6cc826",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-01T13:26:10Z",
    "title_canon_sha256": "c30a34269d3269f5010b39783ac6ba8162388cf2346f0d44deafab58c13915fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.00924",
    "kind": "arxiv",
    "version": 1
  }
}