pith. sign in
Pith Number

pith:TCZQQBWH

pith:2025:TCZQQBWHQSOPGJ6Q4NR4W7AQ7Y
not attested not anchored not stored refs pending

Beyond Answers: How LLMs Can Pursue Strategic Thinking in Education

Aurelio Uncini, Danilo Comminiello, Eleonora Grassucci, Gualtiero Grassucci

arxiv:2504.04815 v1 · 2025-04-07 · cs.CY · cs.ET · eess.SP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{TCZQQBWHQSOPGJ6Q4NR4W7AQ7Y}

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.
Receipt and verification
First computed 2026-05-20T00:00:18.873901Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

98b30806c7849cf327d0e363cb7c10fe1b6a3988908ed87f74aa59929bf9e9d0

Aliases

arxiv: 2504.04815 · arxiv_version: 2504.04815v1 · doi: 10.48550/arxiv.2504.04815 · pith_short_12: TCZQQBWHQSOP · pith_short_16: TCZQQBWHQSOPGJ6Q · pith_short_8: TCZQQBWH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TCZQQBWHQSOPGJ6Q4NR4W7AQ7Y \
  | 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: 98b30806c7849cf327d0e363cb7c10fe1b6a3988908ed87f74aa59929bf9e9d0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "571b777a735fa036051004e0f49f0b1481a6e9b636d5232386076b54f327b1fb",
    "cross_cats_sorted": [
      "cs.ET",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-04-07T08:09:46Z",
    "title_canon_sha256": "4c857edf2fe5d3ae8f603efdb49587207d54eb2a6ae5f3015363b32606da173f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04815",
    "kind": "arxiv",
    "version": 1
  }
}