Pith Number

pith:7HPPLW2G

pith:2024:7HPPLW2G6AA5HNFSQ3EQFBE3SF

not attested not anchored not stored refs pending

Benchmarking large language models for materials synthesis: the case of atomic layer deposition

Adnan Mohammad, Angel Yanguas-Gil, Bratin Sengupta, Chi Thang Nguyen, Jeffrey W. Elam, Jessica C. Jones, Matthew T. Dearing, Sungjoon Kim

arxiv:2412.10477 v1 · 2024-12-13 · cs.LG · cond-mat.mtrl-sci · 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{7HPPLW2G6AA5HNFSQ3EQFBE3SF}

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	2026-07-05T11:17:39.051020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9def5db46f001d3b4b286c902849b916a089266d013c4874726aad08a9a0a44

Aliases

arxiv: 2412.10477 · arxiv_version: 2412.10477v1 · doi: 10.48550/arxiv.2412.10477 · pith_short_12: 7HPPLW2G6AA5 · pith_short_16: 7HPPLW2G6AA5HNFS · pith_short_8: 7HPPLW2G

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/7HPPLW2G6AA5HNFSQ3EQFBE3SF \
  | 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: f9def5db46f001d3b4b286c902849b916a089266d013c4874726aad08a9a0a44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7f3ac00ae3756f8fc8f1ba5de6007042ae62ad13638a845129703c38d2a2846",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-13T05:10:29Z",
    "title_canon_sha256": "515443893e08c6b3c3f3a1577f4bb081fb3bfdd3fb9c7fb110897d1eed1c48ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10477",
    "kind": "arxiv",
    "version": 1
  }
}