Pith Number

pith:T7WFFB7Y

pith:2026:T7WFFB7YYIOXEBKP66G6ZOFIQ2

not attested not anchored not stored refs pending

Beyond Access: Guided LLM Scaffolding for Independent Learning in Undergraduate Statistics

Behnam Bahrak, Fatemeh Boloukazari, Fereshte Bagheri, Mehrad Livian, Mohammad Amanlou, Yasaman Amou-Jafari

arxiv:2606.01375 v1 · 2026-05-31 · cs.CY · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T7WFFB7YYIOXEBKP66G6ZOFIQ2}

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	2026-06-02T02:04:31.713967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fec5287f8c21d72054ff78decb8a886b7a26d9cd6ef43c8b14ca109b181c125

Aliases

arxiv: 2606.01375 · arxiv_version: 2606.01375v1 · doi: 10.48550/arxiv.2606.01375 · pith_short_12: T7WFFB7YYIOX · pith_short_16: T7WFFB7YYIOXEBKP · pith_short_8: T7WFFB7Y

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/T7WFFB7YYIOXEBKP66G6ZOFIQ2 \
  | 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: 9fec5287f8c21d72054ff78decb8a886b7a26d9cd6ef43c8b14ca109b181c125

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce3728b689c77713bd599f82a0a9571db09853c0485b0f67ed4a63000fbdbcad",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-05-31T18:05:23Z",
    "title_canon_sha256": "43ded179994db7769525d027251757a1afd33df6e6911ed66455a6729884ba1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01375",
    "kind": "arxiv",
    "version": 1
  }
}