Pith Number

pith:XFKYLJCG

pith:2025:XFKYLJCGBELL24BL5Z7ZFC2D7B

not attested not anchored not stored refs pending

Infinite-Instruct: Synthesizing Scaling Code instruction Data with Bidirectional Synthesis and Static Verification

Bing Zhao, Kai Gao, Lei Qiao, Wenjing Xing, Wenke Lu, Yaolong Wang, Yeheng Duan, Zhenghui kang

arxiv:2505.23177 v1 · 2025-05-29 · 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{XFKYLJCGBELL24BL5Z7ZFC2D7B}

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

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

Receipt and verification

First computed	2026-07-05T11:11:56.929695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b95585a4460916bd702bee7f928b43f87eb2ecf5ee503e9cfee3e3b00a996e5b

Aliases

arxiv: 2505.23177 · arxiv_version: 2505.23177v1 · doi: 10.48550/arxiv.2505.23177 · pith_short_12: XFKYLJCGBELL · pith_short_16: XFKYLJCGBELL24BL · pith_short_8: XFKYLJCG

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/XFKYLJCGBELL24BL5Z7ZFC2D7B \
  | 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: b95585a4460916bd702bee7f928b43f87eb2ecf5ee503e9cfee3e3b00a996e5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7957a1cf54b644e23455971355ac4fcce53fa56400597f734614507cd836704",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-29T07:14:43Z",
    "title_canon_sha256": "e1e6685a08cdf749e7aad4ada16f7a019f7a93448da84623a3eae4bc69861525"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23177",
    "kind": "arxiv",
    "version": 1
  }
}