Pith Number

pith:BVKBZQUY

pith:2025:BVKBZQUYSMOBMQBKNP7HC2KJRA

not attested not anchored not stored refs pending

Mitigating Think-Answer Mismatch in LLM Reasoning Through Noise-Aware Advantage Reweighting

Danhao Zhu, Peijun Shen, Si Shen, Wenhua Zhao

arxiv:2508.05928 v1 · 2025-08-08 · 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{BVKBZQUYSMOBMQBKNP7HC2KJRA}

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

3 papers in Pith

VIDEOP2R: Video Understanding from Perception to Reasoning

DGPO: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization

Gradient Extrapolation-Based Policy Optimization

Receipt and verification

First computed	2026-07-05T11:50:45.680453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d541cc298931c16402a6bfe716949880f20c0f94d45e9ed8c96aeb23eb76ef6

Aliases

arxiv: 2508.05928 · arxiv_version: 2508.05928v1 · doi: 10.48550/arxiv.2508.05928 · pith_short_12: BVKBZQUYSMOB · pith_short_16: BVKBZQUYSMOBMQBK · pith_short_8: BVKBZQUY

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/BVKBZQUYSMOBMQBKNP7HC2KJRA \
  | 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: 0d541cc298931c16402a6bfe716949880f20c0f94d45e9ed8c96aeb23eb76ef6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df3446ed9f9f65f03fb1a822cc7868d446607b6f44ce620292f5f212f6ff69af",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-08T01:24:06Z",
    "title_canon_sha256": "09b3b0a6f5a9dd6a96ee79aa1f398205d4de7f7d900cdacccda10345afa46c25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05928",
    "kind": "arxiv",
    "version": 1
  }
}