Pith Number

pith:ST4DGU6P

pith:2024:ST4DGU6PHTFJUNKQO2WYZHLTRH

not attested not anchored not stored refs pending

Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges

Abdul Basit, Minghao Shao, Muhammad Shafique, Ramesh Karri

arxiv:2412.03220 v1 · 2024-12-04 · 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{ST4DGU6PHTFJUNKQO2WYZHLTRH}

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	2026-07-05T09:44:26.619697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94f83353cf3cca9a355076ad8c9d7389f620135a95fab9138c5835038c6b386c

Aliases

arxiv: 2412.03220 · arxiv_version: 2412.03220v1 · doi: 10.48550/arxiv.2412.03220 · pith_short_12: ST4DGU6PHTFJ · pith_short_16: ST4DGU6PHTFJUNKQ · pith_short_8: ST4DGU6P

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/ST4DGU6PHTFJUNKQO2WYZHLTRH \
  | 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: 94f83353cf3cca9a355076ad8c9d7389f620135a95fab9138c5835038c6b386c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75a76dd9713d8eb17be687a61336bfb1eb8aeeda0ac2676ea736bdd120b5b17b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-04T11:14:06Z",
    "title_canon_sha256": "7889dd2709d68aa791adc4602b247d6aefc22ab686bc08d31849300afa6f0ef7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03220",
    "kind": "arxiv",
    "version": 1
  }
}