Pith Number

pith:QPR6S5T2

pith:2025:QPR6S5T2PYQY5TLVFRYRSN26NJ

not attested not anchored not stored refs pending

Fine-Tuning Large Language Models for Educational Support: Leveraging Gagne's Nine Events of Instruction for Lesson Planning

Changyong Qi, Han Sun, Linzhao Jia, Xiaozhe Yang, Yuang Wei

arxiv:2503.09276 v1 · 2025-03-12 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QPR6S5T2PYQY5TLVFRYRSN26NJ}

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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

Detecting LLM-Generated Short Answers and Effects on Learner Performance

Receipt and verification

First computed	2026-07-05T10:29:53.180922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83e3e9767a7e218ecd752c7119375e6a6fef5a115d5f598ee17199d93ca6f557

Aliases

arxiv: 2503.09276 · arxiv_version: 2503.09276v1 · doi: 10.48550/arxiv.2503.09276 · pith_short_12: QPR6S5T2PYQY · pith_short_16: QPR6S5T2PYQY5TLV · pith_short_8: QPR6S5T2

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/QPR6S5T2PYQY5TLVFRYRSN26NJ \
  | 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: 83e3e9767a7e218ecd752c7119375e6a6fef5a115d5f598ee17199d93ca6f557

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e70bb29cc51cd3734c1e0312449139180b7df5d8f5408d6dcedd827a926219db",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-03-12T11:22:13Z",
    "title_canon_sha256": "809f7ad0dc5667e7ec4b859036076798288d7fb70d51105b0e08e8a2752b4d19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09276",
    "kind": "arxiv",
    "version": 1
  }
}