Pith Number

pith:XRIKSVBO

pith:2024:XRIKSVBOIY7QOA6OELUEYYD7IN

not attested not anchored not stored refs pending

How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs

Di He, Guhao Feng, Jiacheng Sun, Kai Yang, Liwei Wang, Shengjie Luo, Xinyue Ai, Yuntian Gu, Zhenguo Li

arxiv:2410.13857 v2 · 2024-10-17 · cs.LG · cs.AI · cs.CL · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XRIKSVBOIY7QOA6OELUEYYD7IN}

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

2 papers in Pith

FoNE: Precise Single-Token Number Embeddings via Fourier Features

PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning

Receipt and verification

First computed	2026-07-05T11:25:04.482430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc50a9542e463f0703ce22e84c607f437885bd2e6bcbdbce84a8e8f1ff5dbb11

Aliases

arxiv: 2410.13857 · arxiv_version: 2410.13857v2 · doi: 10.48550/arxiv.2410.13857 · pith_short_12: XRIKSVBOIY7Q · pith_short_16: XRIKSVBOIY7QOA6O · pith_short_8: XRIKSVBO

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/XRIKSVBOIY7QOA6OELUEYYD7IN \
  | 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: bc50a9542e463f0703ce22e84c607f437885bd2e6bcbdbce84a8e8f1ff5dbb11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "610b613050aee24faf6e470c56481e73856f03de3da2922c3d6b00ec9f8514cf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T17:59:35Z",
    "title_canon_sha256": "8ebfaac75e4cd7c1408ec9beb12935f48ef9dc57036b2f979f955e6dcec593fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13857",
    "kind": "arxiv",
    "version": 2
  }
}