Pith Number

pith:WAU3SH7M

pith:2024:WAU3SH7MNQZKMU54MMP3C4YUJB

not attested not anchored not stored refs pending

Advancing GenAI Assisted Programming--A Comparative Study on Prompt Efficiency and Code Quality Between GPT-4 and GLM-4

Angus Yang, Jie Li, Zehan Li

arxiv:2402.12782 v1 · 2024-02-20 · 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{WAU3SH7MNQZKMU54MMP3C4YUJB}

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

On Iterative Evaluation and Enhancement of Code Quality Using GPT-4o

Receipt and verification

First computed	2026-07-05T07:47:16.505703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b029b91fec6c32a653bc631fb17314486db017a73cdcb14187c7fa075023ddb8

Aliases

arxiv: 2402.12782 · arxiv_version: 2402.12782v1 · doi: 10.48550/arxiv.2402.12782 · pith_short_12: WAU3SH7MNQZK · pith_short_16: WAU3SH7MNQZKMU54 · pith_short_8: WAU3SH7M

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/WAU3SH7MNQZKMU54MMP3C4YUJB \
  | 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: b029b91fec6c32a653bc631fb17314486db017a73cdcb14187c7fa075023ddb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1078cd3156258a2a2a7ca8b72a4a33ba8051c12b866ec6bcabb26692bc1a5c8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-20T07:47:39Z",
    "title_canon_sha256": "1c7688800d457b04a3c09c863c564afce71eb19787524509a82dfe1bcc3c4094"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12782",
    "kind": "arxiv",
    "version": 1
  }
}