Pith Number

pith:6RAR3DJ2

pith:2024:6RAR3DJ25XUIEC7WYQUU6VCQYI

not attested not anchored not stored refs pending

Are LLMs Ready for Real-World Materials Discovery?

N M Anoop Krishnan, Santiago Miret

arxiv:2402.05200 v2 · 2024-02-07 · cond-mat.mtrl-sci · cs.AI · 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{6RAR3DJ25XUIEC7WYQUU6VCQYI}

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

3 papers in Pith

ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery

From Data to Theory: Autonomous Large Language Model Agents for Materials Science

AlphaEvolve: A coding agent for scientific and algorithmic discovery

Receipt and verification

First computed	2026-07-05T09:11:24.445734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4411d8d3aede8820bf6c4294f5450c21215a2f4de35a8292591c5dd3bf87fb2

Aliases

arxiv: 2402.05200 · arxiv_version: 2402.05200v2 · doi: 10.48550/arxiv.2402.05200 · pith_short_12: 6RAR3DJ25XUI · pith_short_16: 6RAR3DJ25XUIEC7W · pith_short_8: 6RAR3DJ2

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/6RAR3DJ25XUIEC7WYQUU6VCQYI \
  | 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: f4411d8d3aede8820bf6c4294f5450c21215a2f4de35a8292591c5dd3bf87fb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a85e4de7a464441308819b4adb91a1301f881b34b5ebb2507a91b9b136d42dea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-02-07T19:10:36Z",
    "title_canon_sha256": "0b03069858dd308dcfafff8581ccbd50fd5cbdd9e5061b8b03aea0b3253ff742"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05200",
    "kind": "arxiv",
    "version": 2
  }
}