Pith Number

pith:XKVI3JTB

pith:2025:XKVI3JTBG6VMOAOSRSKUB333JQ

not attested not anchored not stored refs pending

100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models

Bin Wang, Chong Zhang, Dianwen Ng, Hai Ye, Lidong Bing, Qi Zhang, Xiang Lin, Xingxuan Li, Yao Xiao, Yue Deng, Zhanfeng Mo

arxiv:2505.00551 v3 · 2025-05-01 · 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{XKVI3JTBG6VMOAOSRSKUB333JQ}

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

4 papers in Pith

Different Teachers, Different Capabilities: Sub-1B On-Device Distillation for Structured Text Enrichment

Trust Region On-Policy Distillation

Fine-grained Verification via Diagnostic Reasoning Supervision for Aspect Sentiment Triplet Extraction

Forge: Quality-Aware Reinforcement Learning for NP-Hard Optimization in LLMs

Receipt and verification

First computed	2026-07-05T11:03:23.939010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

baaa8da66137aac701d28c9540ef7b4c15efc1d4cd56a87b2adcbf8f5bd5bff8

Aliases

arxiv: 2505.00551 · arxiv_version: 2505.00551v3 · doi: 10.48550/arxiv.2505.00551 · pith_short_12: XKVI3JTBG6VM · pith_short_16: XKVI3JTBG6VMOAOS · pith_short_8: XKVI3JTB

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/XKVI3JTBG6VMOAOSRSKUB333JQ \
  | 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: baaa8da66137aac701d28c9540ef7b4c15efc1d4cd56a87b2adcbf8f5bd5bff8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b93cc03fbc79398f715d91b70e6e3761f2cc2c16537bb2a02054dfd89112dbce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-01T14:28:35Z",
    "title_canon_sha256": "2b17d787b0c45f374994fddf66eb9c3d2b99fa844389ef8757d300443dd880f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00551",
    "kind": "arxiv",
    "version": 3
  }
}