Pith Number

pith:JMTCB44P

pith:2026:JMTCB44PIGRGDGOTRTDS5MMMYW

not attested not anchored not stored refs pending

Coding-agents can replicate scientific machine learning papers

Atharva Hans, Ilias Bilionis

arxiv:2607.02134 v1 · 2026-07-02 · 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{JMTCB44PIGRGDGOTRTDS5MMMYW}

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	2026-07-03T01:17:43.109595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b2620f38f41a26199d38cc72eb18cc5b3f377218b331a2ba485025b03493c52

Aliases

arxiv: 2607.02134 · arxiv_version: 2607.02134v1 · doi: 10.48550/arxiv.2607.02134 · pith_short_12: JMTCB44PIGRG · pith_short_16: JMTCB44PIGRGDGOT · pith_short_8: JMTCB44P

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/JMTCB44PIGRGDGOTRTDS5MMMYW \
  | 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: 4b2620f38f41a26199d38cc72eb18cc5b3f377218b331a2ba485025b03493c52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f88aedf26a703c15e9d8ff62bf1c15a84d50bd8f0319af0f76db675af0a650b1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-02T13:11:30Z",
    "title_canon_sha256": "31b3e9b9d64936beb4244ab7a18dcf3514180bb7921703026ecdcf1cf81509eb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02134",
    "kind": "arxiv",
    "version": 1
  }
}