Pith Number

pith:BDC52R26

pith:2025:BDC52R26YFZDFCY6I4PMJPWQLN

not attested not anchored not stored refs pending

RecLLM-R1: A Two-Stage Training Paradigm with Reinforcement Learning and Chain-of-Thought v1

Lianlei Shan, Xingkai Ren, Yao Hu, Ying Qi, Yu Xie

arxiv:2506.19235 v1 · 2025-06-24 · 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{BDC52R26YFZDFCY6I4PMJPWQLN}

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

Intuition-Guided Latent Reasoning for LLM-Based Recommendation

RecRM-Bench: Benchmarking Multidimensional Reward Modeling for Agentic Recommender Systems

Receipt and verification

First computed	2026-07-05T11:26:11.930868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08c5dd475ec172328b1e471ec4bed05b6cc9a040232c63054b7b82de83728d67

Aliases

arxiv: 2506.19235 · arxiv_version: 2506.19235v1 · doi: 10.48550/arxiv.2506.19235 · pith_short_12: BDC52R26YFZD · pith_short_16: BDC52R26YFZDFCY6 · pith_short_8: BDC52R26

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/BDC52R26YFZDFCY6I4PMJPWQLN \
  | 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: 08c5dd475ec172328b1e471ec4bed05b6cc9a040232c63054b7b82de83728d67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08bd0ae2baa7dd66816771823fa3ed1f6ca7483b44ddcb5fddf08ee813c3d81d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-24T01:39:34Z",
    "title_canon_sha256": "44b6546d5e579bbd83676aa526513af872a08f25f6b888e4d0a332e7f05b24ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.19235",
    "kind": "arxiv",
    "version": 1
  }
}