Pith Number

pith:QRUSJR5K

pith:2024:QRUSJR5KE5YR5AAPB2P6NDAW2Y

not attested not anchored not stored refs pending

Scaling LLM Inference with Optimized Sample Compute Allocation

Danqing Wang, Kexun Zhang, Lei Li, Shang Zhou, William Yang Wang

arxiv:2410.22480 v1 · 2024-10-29 · cs.CL · 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{QRUSJR5KE5YR5AAPB2P6NDAW2Y}

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	2026-07-05T09:28:17.259562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

846924c7aa27711e800f0e9fe68c16d63e9b2f28be0f340145c5cdf0acb2864b

Aliases

arxiv: 2410.22480 · arxiv_version: 2410.22480v1 · doi: 10.48550/arxiv.2410.22480 · pith_short_12: QRUSJR5KE5YR · pith_short_16: QRUSJR5KE5YR5AAP · pith_short_8: QRUSJR5K

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/QRUSJR5KE5YR5AAPB2P6NDAW2Y \
  | 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: 846924c7aa27711e800f0e9fe68c16d63e9b2f28be0f340145c5cdf0acb2864b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f844044c622ca130fdde53c5a26c64abf0f11f1fae4609d43ca425113b1bd59",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-29T19:17:55Z",
    "title_canon_sha256": "14e0957ee3e4beb1b2280956ce37a5a1bbe92f9c238786a4a60eda331b40ec74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22480",
    "kind": "arxiv",
    "version": 1
  }
}