Pith Number

pith:EZ5UNA47

pith:2024:EZ5UNA472UAVQBM4JV7ACUZ6QL

not attested not anchored not stored refs pending

Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation

Nianjun Zhou, Tianyu Wang, Zhixiong Chen

arxiv:2407.05437 v1 · 2024-07-07 · 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{EZ5UNA472UAVQBM4JV7ACUZ6QL}

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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

Evaluating and Improving Large Language Models for Competitive Program Generation

Receipt and verification

First computed	2026-07-05T08:41:13.237491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

267b46839fd50158059c4d7e01533e82ec211305794d71ac76ed84ae83b19da4

Aliases

arxiv: 2407.05437 · arxiv_version: 2407.05437v1 · doi: 10.48550/arxiv.2407.05437 · pith_short_12: EZ5UNA472UAV · pith_short_16: EZ5UNA472UAVQBM4 · pith_short_8: EZ5UNA47

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/EZ5UNA472UAVQBM4JV7ACUZ6QL \
  | 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: 267b46839fd50158059c4d7e01533e82ec211305794d71ac76ed84ae83b19da4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa3dafff13eb802657ae748850de6b63d1545adfc91ba3a589bb53e3d8754bbd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-07-07T16:41:07Z",
    "title_canon_sha256": "a1a7467ea7420c936f238228fb0ce3b0034cadd9beed655b1449ee5e80f72711"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05437",
    "kind": "arxiv",
    "version": 1
  }
}