Pith. sign in
Pith Number

pith:GWGWX7ZA

pith:2024:GWGWX7ZAOFJ6HRFJ7BKPHQ7VFN
not attested not anchored not stored refs pending

Exploring How Multiple Levels of GPT-Generated Programming Hints Support or Disappoint Novices

John Stamper, Ruiwei Xiao, Xinying Hou

arxiv:2404.02213 v1 · 2024-04-02 · cs.HC · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GWGWX7ZAOFJ6HRFJ7BKPHQ7VFN}

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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.
Receipt and verification
First computed 2026-07-05T08:03:52.485247Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

358d6bff207153e3c4a9f854f3c3f52b4f92949056f6485bb5e670942993d268

Aliases

arxiv: 2404.02213 · arxiv_version: 2404.02213v1 · doi: 10.48550/arxiv.2404.02213 · pith_short_12: GWGWX7ZAOFJ6 · pith_short_16: GWGWX7ZAOFJ6HRFJ · pith_short_8: GWGWX7ZA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GWGWX7ZAOFJ6HRFJ7BKPHQ7VFN \
  | 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: 358d6bff207153e3c4a9f854f3c3f52b4f92949056f6485bb5e670942993d268
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "46f4af99b8b7c3b2c9ee9360a09657c9d7215735d3dd2dc11d215dbe853811dd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-04-02T18:05:26Z",
    "title_canon_sha256": "1b87a9f9ddf7f7fd617b8a3ec69e93d5bf4d4d73f0234fd2c5e43d50ee134131"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02213",
    "kind": "arxiv",
    "version": 1
  }
}