Pith Number

pith:VJPIUD4K

pith:2023:VJPIUD4KS2SEXGI32EF6MOAI4X

not attested not anchored not stored refs pending

Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments

Daniel Schiffner, Natalie Kiesler

arxiv:2308.08572 v1 · 2023-08-15 · cs.SE · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VJPIUD4KS2SEXGI32EF6MOAI4X}

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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

2 papers in Pith

The Prompt Report: A Systematic Survey of Prompt Engineering Techniques

Investigating Conversational Agents to Support Secondary School Students Learning CSP

Receipt and verification

First computed	2026-07-05T06:42:08.315443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa5e8a0f8a96a44b991bd10be63808e5e079f98212b299fa437639acfef21396

Aliases

arxiv: 2308.08572 · arxiv_version: 2308.08572v1 · doi: 10.48550/arxiv.2308.08572 · pith_short_12: VJPIUD4KS2SE · pith_short_16: VJPIUD4KS2SEXGI3 · pith_short_8: VJPIUD4K

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/VJPIUD4KS2SEXGI32EF6MOAI4X \
  | 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: aa5e8a0f8a96a44b991bd10be63808e5e079f98212b299fa437639acfef21396

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b6bc9dcb2244e128763e6dc63a26559a521f398800536467e8121cd6f207ee0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-08-15T19:48:31Z",
    "title_canon_sha256": "776c26569a1f04652886cadb247b8869ad6adee407dc67451b8e973eb6abf7b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.08572",
    "kind": "arxiv",
    "version": 1
  }
}