Pith Number

pith:5ALAELV7

pith:2023:5ALAELV7QJ2TOL7IRFZCTI5XRV

not attested not anchored not stored refs pending

Efficient Classification of Student Help Requests in Programming Courses Using Large Language Models

Brad Sheese, Jaromir Savelka, Mark Liffiton, Paul Denny

arxiv:2310.20105 v1 · 2023-10-31 · cs.CY · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5ALAELV7QJ2TOL7IRFZCTI5XRV}

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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

Analysis of Student-LLM Interaction in a Software Engineering Project

Receipt and verification

First computed	2026-07-05T07:07:24.110573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e816022ebf8275372fe8897229a3b78d4a514057fa9b06243d91ab22ca34f4db

Aliases

arxiv: 2310.20105 · arxiv_version: 2310.20105v1 · doi: 10.48550/arxiv.2310.20105 · pith_short_12: 5ALAELV7QJ2T · pith_short_16: 5ALAELV7QJ2TOL7I · pith_short_8: 5ALAELV7

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/5ALAELV7QJ2TOL7IRFZCTI5XRV \
  | 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: e816022ebf8275372fe8897229a3b78d4a514057fa9b06243d91ab22ca34f4db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80eee103d3e0a3adae87ce1369a022ba432ef85937dc5c538801711e1ecd5fab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-10-31T00:56:33Z",
    "title_canon_sha256": "bd8dd27f2bf7879c08b67e2b2f1d8c345abe8d255a29cf81e57e027b710ddcfd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.20105",
    "kind": "arxiv",
    "version": 1
  }
}