Pith Number

pith:6PO7DZU3

pith:2023:6PO7DZU3RODGIBU3QDEPIXGCM6

not attested not anchored not stored refs pending

Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests

Arto Hellas, Charles Koutcheme, Juha Sorva, Juho Leinonen, Lilja Kujanp\"a\"a, Sami Sarsa

arxiv:2306.05715 v1 · 2023-06-09 · cs.CY · cs.AI · cs.CL · cs.HC · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6PO7DZU3RODGIBU3QDEPIXGCM6}

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	2026-07-05T06:19:09.396620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3ddf1e69b8b8664069b80c8f45cc267b20b669b48bb3060fd21313a9cd350ff

Aliases

arxiv: 2306.05715 · arxiv_version: 2306.05715v1 · doi: 10.48550/arxiv.2306.05715 · pith_short_12: 6PO7DZU3RODG · pith_short_16: 6PO7DZU3RODGIBU3 · pith_short_8: 6PO7DZU3

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/6PO7DZU3RODGIBU3QDEPIXGCM6 \
  | 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: f3ddf1e69b8b8664069b80c8f45cc267b20b669b48bb3060fd21313a9cd350ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "588137dde3854b52516d72157c5e796013b683acfe02d53b7ee87c7af8801d68",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.HC",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-06-09T07:19:43Z",
    "title_canon_sha256": "bc2137c4c3c833256e55f7d253d849947f96cd7062cc4a70e230ae9277d9398d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05715",
    "kind": "arxiv",
    "version": 1
  }
}