Pith Number

pith:OXENMCR4

pith:2025:OXENMCR4ZLZK7VE3ULMTL4A2X7

not attested not anchored not stored refs pending

Uncovering Scaling Laws for Large Language Models via Inverse Problems

Apivich Hemachandra, Arun Verma, Bryan Kian Hsiang Low, Gregory Kang Ruey Lau, Jingtan Wang, Nhung Bui, Rachael Hwee Ling Sim, Rui Qiao, See-kiong Ng, Wenyang Hu, Xiaoqiang Lin, Xinyi Xu, Xinyuan Niu, Zhaoxuan Wu, Zhiliang Chen, Zijian Zhou, Zitong Zhao, Zi-Yu Khoo

arxiv:2509.07909 v1 · 2025-09-09 · cs.LG · cs.AI · 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{OXENMCR4ZLZK7VE3ULMTL4A2X7}

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	2026-07-05T12:07:42.251604Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75c8d60a3ccaf2afd49ba2d935f01abff9f9dc5023ad4486a9e23c7212ad2da2

Aliases

arxiv: 2509.07909 · arxiv_version: 2509.07909v1 · doi: 10.48550/arxiv.2509.07909 · pith_short_12: OXENMCR4ZLZK · pith_short_16: OXENMCR4ZLZK7VE3 · pith_short_8: OXENMCR4

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/OXENMCR4ZLZK7VE3ULMTL4A2X7 \
  | 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: 75c8d60a3ccaf2afd49ba2d935f01abff9f9dc5023ad4486a9e23c7212ad2da2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4fc70bd9da7460809abb44d28b4f2b392bdce13f4c16c2fad79a8d4376a55df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-09T16:53:21Z",
    "title_canon_sha256": "ade29e8621760cc8e5af2b38d9b8f41f88b913a793e6860cc6f65090743baa60"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07909",
    "kind": "arxiv",
    "version": 1
  }
}