Pith Number

pith:BNU2LMAK

pith:2024:BNU2LMAKVVSF4YAHH4EQFM3M5K

not attested not anchored not stored refs pending

Generating Feedback-Ladders for Logical Errors in Programming using Large Language Models

Andrew Lan, Hasnain Heickal

arxiv:2405.00302 v3 · 2024-05-01 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BNU2LMAKVVSF4YAHH4EQFM3M5K}

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.

Cited by

1 paper in Pith

A Classroom Study of LLM-Generated Feedback Intervention in Introductory Programming

Receipt and verification

First computed	2026-07-05T08:17:14.959107Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b69a5b00aad645e60073f0902b36ceabdae5b805bc335e785a2b14a254c5f3c

Aliases

arxiv: 2405.00302 · arxiv_version: 2405.00302v3 · doi: 10.48550/arxiv.2405.00302 · pith_short_12: BNU2LMAKVVSF · pith_short_16: BNU2LMAKVVSF4YAH · pith_short_8: BNU2LMAK

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/BNU2LMAKVVSF4YAHH4EQFM3M5K \
  | 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: 0b69a5b00aad645e60073f0902b36ceabdae5b805bc335e785a2b14a254c5f3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5ab61745c8381dadb7d76147c3aff120bb5c686335aa0a8dd21f34210f9de48",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-01T03:52:39Z",
    "title_canon_sha256": "588dbb99af7d331cf37b7ba81c742fd9fc13ea79427cb99e95814a30abf0a798"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00302",
    "kind": "arxiv",
    "version": 3
  }
}