Pith Number

pith:NGELPXNQ

pith:2025:NGELPXNQCFQZF6CTL6MH7TBGCA

not attested not anchored not stored refs pending

Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks

Bin Ding, Dong Li, Emad Barsoum, Jianghui Wang, Pratik Prabhanjan Brahma, Saptarshi Majumder, Vinay Joshi, Xu Chao, Zicheng Liu, Ziqiong Liu

arxiv:2507.23194 v1 · 2025-07-31 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NGELPXNQCFQZF6CTL6MH7TBGCA}

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

12 papers in Pith

The Correctness Illusion in LLM-Generated GPU Kernels

Test-Input Generation for Tensor Programs: What Actually Finds Kernel Bugs

From Human Guidance to Autonomy: Agent Skill System for End-to-End LLM Deployment on Spatial NPUs

Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages

PassNet: Scaling Large Language Models for Graph Compiler Pass Generation

Receipt and verification

First computed	2026-07-05T11:46:07.181819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6988b7ddb0116192f8535f987fcc261014395506fd56c0204c00314489d1a9fd

Aliases

arxiv: 2507.23194 · arxiv_version: 2507.23194v1 · doi: 10.48550/arxiv.2507.23194 · pith_short_12: NGELPXNQCFQZ · pith_short_16: NGELPXNQCFQZF6CT · pith_short_8: NGELPXNQ

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/NGELPXNQCFQZF6CTL6MH7TBGCA \
  | 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: 6988b7ddb0116192f8535f987fcc261014395506fd56c0204c00314489d1a9fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6138ca3140fa42a9460b65a0a8f8ffba90eb1bd4ee78ec73a336fba939817cfe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-31T02:26:58Z",
    "title_canon_sha256": "72cb199c6cf761ea18695ac5ea8ff2cb56c8f920cb582edea718552a0cdcbcc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23194",
    "kind": "arxiv",
    "version": 1
  }
}