Pith. sign in
Pith Number

pith:MNBYXLWP

pith:2022:MNBYXLWPYBIKXPOQNVK3HZDRNA
not attested not anchored not stored refs pending

Automatically Generating CS Learning Materials with Large Language Models

Andrew Tran, Arto Hellas, Joanne Kim, Juho Leinonen, Paul Denny, Sami Sarsa, Seth Bernstein, Stephen MacNeil

arxiv:2212.05113 v1 · 2022-12-09 · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MNBYXLWPYBIKXPOQNVK3HZDRNA}

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 2026-07-05T05:24:00.674150Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

63438baecfc050abbdd06d55b3e47168133f652bf8d70705a79fe62cc44e0275

Aliases

arxiv: 2212.05113 · arxiv_version: 2212.05113v1 · doi: 10.48550/arxiv.2212.05113 · pith_short_12: MNBYXLWPYBIK · pith_short_16: MNBYXLWPYBIKXPOQ · pith_short_8: MNBYXLWP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MNBYXLWPYBIKXPOQNVK3HZDRNA \
  | 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: 63438baecfc050abbdd06d55b3e47168133f652bf8d70705a79fe62cc44e0275
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b3ed382edfdbf370a2f363b6974b1d0c01f126cbda114f5e0f2a42afd9d78379",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2022-12-09T20:37:44Z",
    "title_canon_sha256": "f7e49a2ffac3dbb9186fe1bc06bda9e7950c89e031f1ae75f7a4e392d013a95a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.05113",
    "kind": "arxiv",
    "version": 1
  }
}