Pith. sign in
Pith Number

pith:6RO4XJDN

pith:2023:6RO4XJDN4MSEX6OSOTDNJXHRNR
not attested not anchored not stored refs pending

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

Adish Singla, Gustavo Soares, Jos\'e Cambronero, Rupak Majumdar, Sumit Gulwani, Tobias Kohn, Tung Phung, Victor-Alexandru P\u{a}durean

arxiv:2306.17156 v3 · 2023-06-29 · cs.CY · cs.AI · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6RO4XJDN4MSEX6OSOTDNJXHRNR}

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

Receipt and verification
First computed 2026-07-05T06:36:12.377385Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f45dcba46de3244bf9d274c6d4dcf16c74445c355a264fbd8076b6b6072d4096

Aliases

arxiv: 2306.17156 · arxiv_version: 2306.17156v3 · doi: 10.48550/arxiv.2306.17156 · pith_short_12: 6RO4XJDN4MSE · pith_short_16: 6RO4XJDN4MSEX6OS · pith_short_8: 6RO4XJDN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6RO4XJDN4MSEX6OSOTDNJXHRNR \
  | 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: f45dcba46de3244bf9d274c6d4dcf16c74445c355a264fbd8076b6b6072d4096
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bbc753c3a7bba1a457f6d0e72d5e5d1d1b3f5da4d00cfe39b91ee33e130337f5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-06-29T17:57:40Z",
    "title_canon_sha256": "c56f828e1f9bd716a35f7e59dc7f423ebe9ef876f443adf82c431e8b81cecd2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17156",
    "kind": "arxiv",
    "version": 3
  }
}