Pith Number

pith:2FNKDQDZ

pith:2026:2FNKDQDZYF4WQ35UHCDXSJZDEQ

not attested not anchored not stored refs pending

Understanding Student Perceptions, Mistakes, and Debugging Approaches when Solving Natural Language Programming Tasks

Adish Singla, Alkis Gotovos, Gweneth Barbre, James Prather, Juho Leinonen, Kaitlin Riegel, Musa Blake, Paul Denny, Stephen MacNeil, Victor-Alexandru P\u{a}durean

arxiv:2607.05034 v1 · 2026-07-06 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FNKDQDZYF4WQ35UHCDXSJZDEQ}

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	2026-07-07T02:20:19.483764Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d15aa1c079c179686fb43887792723240eb1be90f97feca833b436a6031c5c36

Aliases

arxiv: 2607.05034 · arxiv_version: 2607.05034v1 · doi: 10.48550/arxiv.2607.05034 · pith_short_12: 2FNKDQDZYF4W · pith_short_16: 2FNKDQDZYF4WQ35U · pith_short_8: 2FNKDQDZ

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/2FNKDQDZYF4WQ35UHCDXSJZDEQ \
  | 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: d15aa1c079c179686fb43887792723240eb1be90f97feca833b436a6031c5c36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb28194fc3212da975b7a6c3e5952d3aad8ff4a1cb594ef209ae19efccdd06b3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-07-06T13:16:39Z",
    "title_canon_sha256": "ade43da4874a7c93f17227f0b4ff68f513092c3854b5fa90fcb0b7c5c931510c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05034",
    "kind": "arxiv",
    "version": 1
  }
}