Pith Number

pith:7WKBK2GP

pith:2025:7WKBK2GPHCZEP42HHIZZMK2TUM

not attested not anchored not stored refs pending

FACET: Teacher-Centred LLM-Based Multi-Agent Systems-Towards Personalized Educational Worksheets

Jana Gonnermann-M\"uller, Jennifer Haase, Konstantin Fackeldey, Sebastian Pokutta

arxiv:2508.11401 v5 · 2025-08-15 · cs.HC · 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{7WKBK2GPHCZEP42HHIZZMK2TUM}

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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

Beyond One-Size-Fits-All Exercises: Personalizing Computer Science Worksheets with Large Language Models

Subliminal Transfer of Unsafe Behaviors in AI Agent Distillation

Receipt and verification

First computed	2026-05-21T00:04:19.677347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd941568cf38b247f3473a33962b53a30b66b9b0f340ab94d3de7c5ed0dc4f6d

Aliases

arxiv: 2508.11401 · arxiv_version: 2508.11401v5 · doi: 10.48550/arxiv.2508.11401 · pith_short_12: 7WKBK2GPHCZE · pith_short_16: 7WKBK2GPHCZEP42H · pith_short_8: 7WKBK2GP

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/7WKBK2GPHCZEP42HHIZZMK2TUM \
  | 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: fd941568cf38b247f3473a33962b53a30b66b9b0f340ab94d3de7c5ed0dc4f6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e024e33fe85a49edf9965247d21206a66e6a43570d06f25750410476e0a0c0c2",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-08-15T11:10:40Z",
    "title_canon_sha256": "12324f0c57d6f550eea73ac9bf9b00467782229e1240d0210faf2237d3640822"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11401",
    "kind": "arxiv",
    "version": 5
  }
}