Pith Number

pith:6ZVA5MN4

pith:2025:6ZVA5MN4QKCWIQ6T7HZSPJ5ZCV

not attested not anchored not stored refs pending

X-Intelligence 3.0: Training and Evaluating Reasoning LLM for Semiconductor Display

Bin Zhao, Caisheng Chen, Chao Dai, Chi Liu, Chi Zhang, Chufei Jing, Dongdong Li, Haoyang Liu, He Wang, Huihao Yu, Huihui Hu, Jiameng Yue, Jiangling Yu, Jiazhang Zheng, Jing Ba, Ke Zhu, Kun Pan, Liangqing Wu, Li Li, Linfeng Li, Ming Ding, Ming Liu, Mingyu Du, Mingzhong Zhou, Mingzhou Wu, Peishan Cheng, Peng Du, Pengfei Liang, Qiuping Liao, Qi Yang, Ruohui Cheng, Ruyi Zhong, Shaojing Wu, Siyu Wan, Wenjuan Jiang, Xianze Ma, Xiaoguang Zhu, Xiaolin Yan, Xule Liu, Yangxing Liu, Yanhong Meng, Yan Liang, Yanqing Guan, Yifan Zhou, Yuan Li, Yuan Wu, Yuan Xu, Yu Gu, Yu Zhang, Zeping Hu, Zhaohui Wang, Zhenguo Lin, Zhili Mei, Zhiwei Liu, Zikang Feng, Zuomin Liao

arxiv:2507.14430 v2 · 2025-07-19 · 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{6ZVA5MN4QKCWIQ6T7HZSPJ5ZCV}

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	2026-07-05T11:40:57.588049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f66a0eb1bc82856443d3f9f327a7b9156575e60532f2d112c9a0e88904b05b92

Aliases

arxiv: 2507.14430 · arxiv_version: 2507.14430v2 · doi: 10.48550/arxiv.2507.14430 · pith_short_12: 6ZVA5MN4QKCW · pith_short_16: 6ZVA5MN4QKCWIQ6T · pith_short_8: 6ZVA5MN4

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/6ZVA5MN4QKCWIQ6T7HZSPJ5ZCV \
  | 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: f66a0eb1bc82856443d3f9f327a7b9156575e60532f2d112c9a0e88904b05b92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da6d9fd81d675e3836e874dc05df7bd0faa91d41f6081fb15c523ed35a7f29cd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-19T01:20:39Z",
    "title_canon_sha256": "f991f237219212378af220d1fec6dd509c8651dc0fd460cc8b5037f6a97ccd6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14430",
    "kind": "arxiv",
    "version": 2
  }
}