Pith Number

pith:7EKHYL4F

pith:2025:7EKHYL4FJP7JKTAUYM4ARTE627

not attested not anchored not stored refs pending

Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization

Vishal Dey, Xia Ning, Xiao Hu

arxiv:2505.23987 v1 · 2025-05-29 · cs.LG · cs.AI · cs.CL · q-bio.BM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7EKHYL4FJP7JKTAUYM4ARTE627}

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	2026-07-05T11:12:39.638424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9147c2f854bfe954c14c33808cc9ed7efea06bf2dce596cf5ccf25e85c49bb3

Aliases

arxiv: 2505.23987 · arxiv_version: 2505.23987v1 · doi: 10.48550/arxiv.2505.23987 · pith_short_12: 7EKHYL4FJP7J · pith_short_16: 7EKHYL4FJP7JKTAU · pith_short_8: 7EKHYL4F

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/7EKHYL4FJP7JKTAUYM4ARTE627 \
  | 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: f9147c2f854bfe954c14c33808cc9ed7efea06bf2dce596cf5ccf25e85c49bb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "184698a103273fa14ef2f22e8d9883cefd8ef47894784ea660518f7f13fdb65e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "q-bio.BM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T20:29:14Z",
    "title_canon_sha256": "55d029605683e96462208fb048c35502e0c81a6498eb77d24d44d494b712f956"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23987",
    "kind": "arxiv",
    "version": 1
  }
}