Pith Number

pith:6QSHGHXU

pith:2026:6QSHGHXUMIMFJKAOKD3XKUA2YK

not attested not anchored not stored refs pending

An Explainable AI Assistant for Introductory Programming Education: Improving Feedback Reliability with Instructor-AI Collaboration

Bita Akram, Bradford Mott, Griffin Pitts, James Lester, Jessica Vandenberg, Muntasir Hoq, Narges Norouzi, Seung Lee, Shuyin Jiao

arxiv:2606.12425 v1 · 2026-05-12 · cs.CY · cs.AI · cs.ET · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6QSHGHXUMIMFJKAOKD3XKUA2YK}

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	2026-06-12T00:07:49.815658Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f424731ef4621854a80e50f775501ac2b9cea964835a0b161ff39cd071d31d9f

Aliases

arxiv: 2606.12425 · arxiv_version: 2606.12425v1 · doi: 10.48550/arxiv.2606.12425 · pith_short_12: 6QSHGHXUMIMF · pith_short_16: 6QSHGHXUMIMFJKAO · pith_short_8: 6QSHGHXU

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/6QSHGHXUMIMFJKAOKD3XKUA2YK \
  | 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: f424731ef4621854a80e50f775501ac2b9cea964835a0b161ff39cd071d31d9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe065461b0daa4d627efd6cb4588445c1f37d4c5c62f1b06b5223a4aaac5bcfd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-05-12T06:35:55Z",
    "title_canon_sha256": "3811cd55a691b06a63c262f321e9bc13128cdc16cfa73d0a4705c0cf6236c6c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12425",
    "kind": "arxiv",
    "version": 1
  }
}