Pith Number

pith:YNPESY76

pith:2025:YNPESY76JEOENTGC26254TMCDM

not attested not anchored not stored refs pending

GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets

Chonggang Lu, Fei Zhao, Haofu Qian, Mingqian He, Yue Wang, Ziyan Liu

arxiv:2504.19898 v1 · 2025-04-28 · 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{YNPESY76JEOENTGC26254TMCDM}

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

1 paper in Pith

C2F-Thinker: Coarse-to-Fine Reasoning with Hint-Guided Reinforcement Learning for Multimodal Sentiment Analysis

Receipt and verification

First computed	2026-07-05T10:55:05.820981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c35e4963fe491c46ccc2d7b5de4d821b3cca00db4b3712ab5a81996e9a85fbc3

Aliases

arxiv: 2504.19898 · arxiv_version: 2504.19898v1 · doi: 10.48550/arxiv.2504.19898 · pith_short_12: YNPESY76JEOE · pith_short_16: YNPESY76JEOENTGC · pith_short_8: YNPESY76

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/YNPESY76JEOENTGC26254TMCDM \
  | 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: c35e4963fe491c46ccc2d7b5de4d821b3cca00db4b3712ab5a81996e9a85fbc3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09ad7f38f476d64ad504fae3244f16f438cbd2d92dc8f8386aedeb7b8bf80710",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-28T15:30:58Z",
    "title_canon_sha256": "bf8ec692e83c7c1b61814619db5f68ccb3cb474a886f198263a0f9c584a63377"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19898",
    "kind": "arxiv",
    "version": 1
  }
}