Pith Number

pith:O2QHB5YT

pith:2024:O2QHB5YT2QWAJKAV7EURCNFZPK

not attested not anchored not stored refs pending

One Step at a Time: Combining LLMs and Static Analysis to Generate Next-Step Hints for Programming Tasks

Anastasiia Birillo, Anna Potriasaeva, Elizaveta Artser, Hieke Keuning, Igor Gerasimov, Ilya Vlasov, Katsiaryna Dzialets, Timofey Bryksin, Yaroslav Golubev

arxiv:2410.09268 v1 · 2024-10-11 · cs.SE · cs.AI · cs.CY · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O2QHB5YT2QWAJKAV7EURCNFZPK}

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	2026-07-05T09:19:37.041889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76a070f713d42c04a815f9291134b97a96c39376f27ea932087bc04dabc0079f

Aliases

arxiv: 2410.09268 · arxiv_version: 2410.09268v1 · doi: 10.48550/arxiv.2410.09268 · pith_short_12: O2QHB5YT2QWA · pith_short_16: O2QHB5YT2QWAJKAV · pith_short_8: O2QHB5YT

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/O2QHB5YT2QWAJKAV7EURCNFZPK \
  | 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: 76a070f713d42c04a815f9291134b97a96c39376f27ea932087bc04dabc0079f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7068f3b5873b1d4da9f650b06a9511599841949650d22a9f58ac94e0cf2391ad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-11T21:41:57Z",
    "title_canon_sha256": "69f1998dc0547940c1a3dafae9531ecffb2d000d5f5424272ec300eb9dbac406"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09268",
    "kind": "arxiv",
    "version": 1
  }
}