Pith Number

pith:DGRLDIVI

pith:2026:DGRLDIVIBLMI5RH3YGUMYNTWT3

not attested not anchored not stored refs pending

What are Key Factors for Updates in RL for LLM Reasoning?

Demi Wang, Dongsheng Li, Jiahang Xu, Peidong Wang, Shi Feng, Xiaocui Yang, Xufang Luo, Yuqing Yang

arxiv:2606.22570 v1 · 2026-06-21 · 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{DGRLDIVIBLMI5RH3YGUMYNTWT3}

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.

Receipt and verification

First computed	2026-06-23T02:13:41.888329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19a2b1a2a80ad88ec4fbc1a8cc36769ee8eebddd5a90061cc9cd0483cfbcf87f

Aliases

arxiv: 2606.22570 · arxiv_version: 2606.22570v1 · doi: 10.48550/arxiv.2606.22570 · pith_short_12: DGRLDIVIBLMI · pith_short_16: DGRLDIVIBLMI5RH3 · pith_short_8: DGRLDIVI

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/DGRLDIVIBLMI5RH3YGUMYNTWT3 \
  | 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: 19a2b1a2a80ad88ec4fbc1a8cc36769ee8eebddd5a90061cc9cd0483cfbcf87f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b857f21bf0f8e3b4be87256b2e34409bc58d079ff26a229aeb0150bd3125071",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-21T16:14:46Z",
    "title_canon_sha256": "9b991203f5ae27d05b85a9394d5b10f11db0ec285f670f4fe2470fcc09597ab1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22570",
    "kind": "arxiv",
    "version": 1
  }
}