Pith Number

pith:3INJFIVB

pith:2024:3INJFIVBTSOCKIDWWEVBYE6Q5Q

not attested not anchored not stored refs pending

Mastering the Craft of Data Synthesis for CodeLLMs

Cong Duy Vu Hoang, Don Dharmasiri, Duy Vu, Gioacchino Tangari, Krishnaram Kenthapadi, Long Duong, Mahdi Kazemi Moghaddam, Mark Johnson, Meng Chen, Omid Nezami, Philip Arthur, Qianyu Feng, Thanh Vu, Thien Nguyen, Yuan-Fang Li, Yu-Heng Hong

arxiv:2411.00005 v3 · 2024-10-16 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3INJFIVBTSOCKIDWWEVBYE6Q5Q}

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	2026-07-05T10:10:45.755180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da1a92a2a19c9c252076b12a1c13d0ec173e48ffa12ba19a2580d57eca453ec4

Aliases

arxiv: 2411.00005 · arxiv_version: 2411.00005v3 · doi: 10.48550/arxiv.2411.00005 · pith_short_12: 3INJFIVBTSOC · pith_short_16: 3INJFIVBTSOCKIDW · pith_short_8: 3INJFIVB

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/3INJFIVBTSOCKIDWWEVBYE6Q5Q \
  | 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: da1a92a2a19c9c252076b12a1c13d0ec173e48ffa12ba19a2580d57eca453ec4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3143d228284ddc33831782ce84e7b6b0bb68c50b1d047bf73d72f9f90ad3402b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-16T11:57:14Z",
    "title_canon_sha256": "d8ed5281746f08d190852f5d192e295f0299f8de50cc0d8fd597e7d506e3b4c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.00005",
    "kind": "arxiv",
    "version": 3
  }
}