Pith Number

pith:7WXJ2EM2

pith:2024:7WXJ2EM2CMCKJA7U5JLSEWA7HB

not attested not anchored not stored refs pending

Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure

Jakub Macina, Julia Chatain, Manu Kapur, Mrinmaya Sachan, Romain Puech

arxiv:2410.03781 v2 · 2024-10-03 · cs.HC · cs.AI · cs.CY · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7WXJ2EM2CMCKJA7U5JLSEWA7HB}

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

3 papers in Pith

Access Timing as Scaffolding: A Reinforcement Learning Approach to GenAI in Education

Application-Driven Pedagogical Knowledge Optimization of Open-Source LLMs via Reinforcement Learning and Supervised Fine-Tuning

Receipt and verification

First computed	2026-07-05T10:34:11.175151Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fdae9d119a1304a483f4ea5722581f386ede9e80e448920c9915c5e26faa2f6f

Aliases

arxiv: 2410.03781 · arxiv_version: 2410.03781v2 · doi: 10.48550/arxiv.2410.03781 · pith_short_12: 7WXJ2EM2CMCK · pith_short_16: 7WXJ2EM2CMCKJA7U · pith_short_8: 7WXJ2EM2

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/7WXJ2EM2CMCKJA7U5JLSEWA7HB \
  | 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: fdae9d119a1304a483f4ea5722581f386ede9e80e448920c9915c5e26faa2f6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fa7057e0b17aa27a688bcd7e23beece3a9327ca005fc074a4035b09c36352db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-10-03T16:15:41Z",
    "title_canon_sha256": "f9218926958a91cb05fb1e380bd8ae6b349e6125ed8336152a0fad58f3fc9f56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03781",
    "kind": "arxiv",
    "version": 2
  }
}