Pith Number

pith:HH6CAGFU

pith:2024:HH6CAGFUJWSMFAQEREKXANQGHT

not attested not anchored not stored refs pending

MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Benyou Wang, Furu Wei, Xingxing Zhang, Zhengyang Tang

arxiv:2403.02884 v1 · 2024-03-05 · cs.CL · cs.AI · 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{HH6CAGFUJWSMFAQEREKXANQGHT}

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

9 papers in Pith

GRAIL: Gradient-Reweighted Advantages for Reinforcement Learning with Verifiable Rewards

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

Learning to Reason at the Frontier of Learnability

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

Receipt and verification

First computed	2026-07-05T07:52:23.837791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39fc2018b44da4c2820489157036063cff2445571d4e02ad42d82246c0fa7549

Aliases

arxiv: 2403.02884 · arxiv_version: 2403.02884v1 · doi: 10.48550/arxiv.2403.02884 · pith_short_12: HH6CAGFUJWSM · pith_short_16: HH6CAGFUJWSMFAQE · pith_short_8: HH6CAGFU

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/HH6CAGFUJWSMFAQEREKXANQGHT \
  | 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: 39fc2018b44da4c2820489157036063cff2445571d4e02ad42d82246c0fa7549

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b836e96909c8b2ea5e9f26101dfcefc378cfbc1e5c6f977cd84e650e582ff90c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-05T11:42:59Z",
    "title_canon_sha256": "5392fd0d07037f9d9c813250d26fd1ff9fcaaf746f8c3c7b1a4543b10541e6c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02884",
    "kind": "arxiv",
    "version": 1
  }
}