Pith Number

pith:HY5BIWCU

pith:2025:HY5BIWCUAAKNYGFTZP7UVCGO3Z

not attested not anchored not stored refs pending

Technical Report of TeleChat2, TeleChat2.5 and T1

Bingkai Yang, Chao Wang, Fubei Yao, Hanming Wu, Jiaxin Peng, Kaidong Yu, Kaipeng Jia, Mingyuan Wang, Qiyi Xie, Ruiting Song, Rui Xue, Ruiyu Fang, Shiquan Wang, Shuangyong Song, Sishi Xiong, Wenmin Deng, Xiaohui Hu, Xin Wang, Xinzhang Liu, Xuelong Li, Xuewei he, Xufeng Zhan, Yanlei Xue, Yitong Yao, Yongxiang Li, Yuhan Sun, Yuhao Jiang, Yuyao Huang, Yu Zhao, Zhaohu Xing, Zhaoxi Zhang, Zhihao Yang, Zhongjiang He, Zhuo Jiang, Zhuoru Jiang, Zhu Yuan, Zihan Wang, Zilu Huang

arxiv:2507.18013 v3 · 2025-07-24 · 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{HY5BIWCUAAKNYGFTZP7UVCGO3Z}

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

5 papers in Pith

Multi-Objective Exploration and Preference Optimization via Mutual Information

Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization

Resonant Context Anchoring: Decoupling Attention Routing and Signal Gain at Inference Time

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations

Receipt and verification

First computed	2026-07-05T11:44:52.573410Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e3a1458540014dc18b3cbff4a88cede4b0a9b8ac4d71ea6fca6c642d76acb66

Aliases

arxiv: 2507.18013 · arxiv_version: 2507.18013v3 · doi: 10.48550/arxiv.2507.18013 · pith_short_12: HY5BIWCUAAKN · pith_short_16: HY5BIWCUAAKNYGFT · pith_short_8: HY5BIWCU

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/HY5BIWCUAAKNYGFTZP7UVCGO3Z \
  | 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: 3e3a1458540014dc18b3cbff4a88cede4b0a9b8ac4d71ea6fca6c642d76acb66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5001c3064726f5aae858e3413a9e907d3fb4ffbbd4dc1aff7de97ca9c8fedd67",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-24T01:00:48Z",
    "title_canon_sha256": "9fb66db530671ca9aa43c31457c5d848a02ccdfcebfa88dc2f9ff5069f36b371"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18013",
    "kind": "arxiv",
    "version": 3
  }
}