Pith Number

pith:UHGN7LOW

pith:2024:UHGN7LOWPSHV5HOTI6PKMRAJ77

not attested not anchored not stored refs pending

Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks

Artem Borzilov, Konstantin Grotov, Maksim Krivobok, Timofey Bryksin, Yaroslav Zharov

arxiv:2410.14393 v1 · 2024-10-18 · cs.LG · 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{UHGN7LOWPSHV5HOTI6PKMRAJ77}

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

Evaluating LLM Agents on Automated Software Analysis Tasks

Receipt and verification

First computed	2026-07-05T09:22:31.851804Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1ccdfadd67c8f5e9dd3479ea64409ffcbee592ab6f2fc76d019217fb71b9ce8

Aliases

arxiv: 2410.14393 · arxiv_version: 2410.14393v1 · doi: 10.48550/arxiv.2410.14393 · pith_short_12: UHGN7LOWPSHV · pith_short_16: UHGN7LOWPSHV5HOT · pith_short_8: UHGN7LOW

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/UHGN7LOWPSHV5HOTI6PKMRAJ77 \
  | 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: a1ccdfadd67c8f5e9dd3479ea64409ffcbee592ab6f2fc76d019217fb71b9ce8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16c6f415569b756035560bd1851956fd486ac7abcf0a6a41df8a70f9c9ac7443",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T11:55:34Z",
    "title_canon_sha256": "2489262cd049ecf14f78b9a83e8c5fac411c9d2c7a8606b01daf8accec707877"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14393",
    "kind": "arxiv",
    "version": 1
  }
}