Pith Number

pith:Y2U5NYVN

pith:2025:Y2U5NYVN4EKXZONIBXZ54TTMBH

not attested not anchored not stored refs pending

Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains

Dian Yu, Dong Yu, Haitao Mi, Juntao Li, Linfeng Song, Min Zhang, Yi Su, Zhaopeng Tu

arxiv:2503.23829 v2 · 2025-03-31 · 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{Y2U5NYVN4EKXZONIBXZ54TTMBH}

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

25 papers in Pith

PointVG-R: Internalizing Geometric Reasoning in MLLMs for Precise Pointing Localization via Visual Chain of Thought

Dense Reward for Multi-View 3D Reasoning with Global Maps and Local Views

Text-Driven 3D Indoor Scene Synthesis in Non-Manhattan Environments

CapRL++: Unified Reinforcement Learning with Verifiable Rewards for Dense Image and Video Captioning

Benchmarking Frontier LLMs on Arabic Cultural and Sociolinguistic Knowledge: A Cross-Evaluation Framework with Human SME Ground Truth

Receipt and verification

First computed	2026-07-05T10:42:46.087253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6a9d6e2ade1157cb9a80df3de4e6c09f73ca6055127bfd264a6ce57288cb4fe

Aliases

arxiv: 2503.23829 · arxiv_version: 2503.23829v2 · doi: 10.48550/arxiv.2503.23829 · pith_short_12: Y2U5NYVN4EKX · pith_short_16: Y2U5NYVN4EKXZONI · pith_short_8: Y2U5NYVN

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/Y2U5NYVN4EKXZONIBXZ54TTMBH \
  | 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: c6a9d6e2ade1157cb9a80df3de4e6c09f73ca6055127bfd264a6ce57288cb4fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce205d715eee78df98d3cc04f2f4f6f9bbea23f1173f7b9eb925540abd4e5473",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-31T08:22:49Z",
    "title_canon_sha256": "b2d59fffc3d2b4b9866e4ed14c455763266ab281591c507d802a5c399c537f56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.23829",
    "kind": "arxiv",
    "version": 2
  }
}