Pith Number

pith:DUI3KUPB

pith:2025:DUI3KUPBDBKPADO26T4BPVFCGL

not attested not anchored not stored refs pending

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation

Guangzeng Han, Weisi Liu, Xiaolei Huang

arxiv:2509.02040 v1 · 2025-09-02 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DUI3KUPBDBKPADO26T4BPVFCGL}

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.

Cited by

1 paper in Pith

Reverse-Engineered Reasoning for Open-Ended Generation

Receipt and verification

First computed	2026-07-05T12:03:13.496008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d11b551e11854f00ddaf4f817d4a232d243df7acd331a26f4bf65f1ea4e8f07

Aliases

arxiv: 2509.02040 · arxiv_version: 2509.02040v1 · doi: 10.48550/arxiv.2509.02040 · pith_short_12: DUI3KUPBDBKP · pith_short_16: DUI3KUPBDBKPADO2 · pith_short_8: DUI3KUPB

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/DUI3KUPBDBKPADO26T4BPVFCGL \
  | 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: 1d11b551e11854f00ddaf4f817d4a232d243df7acd331a26f4bf65f1ea4e8f07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4ee9793f3f1d41f5dc742ae944b40f377b52c640f82e0e25b5d5009d037cff9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-02T07:35:20Z",
    "title_canon_sha256": "f5226b29002f49101bc00dc785d9d2576d10852dd9ed067fec40e84fa3632cac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02040",
    "kind": "arxiv",
    "version": 1
  }
}