Pith Number

pith:Z2KMFS5K

pith:2024:Z2KMFS5KZ3Q6DGO26UALV4LRKD

not attested not anchored not stored refs pending

Untangling Knots: Leveraging LLM for Error Resolution in Computational Notebooks

Konstantin Grotov, Sergey Titov, Timofey Bryksin, Yaroslav Zharov

arxiv:2405.01559 v1 · 2024-03-26 · cs.SE · 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{Z2KMFS5KZ3Q6DGO26UALV4LRKD}

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

2 papers in Pith

JupOtter: Cell-Level Bug Detection in Jupyter Notebooks

ATTAIN: Automated Exploit Failure Analysis through Trace-Driven Diff Analysis

Receipt and verification

First computed	2026-07-05T08:14:57.814737Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce94c2cbaacee1e199daf500baf17150ee51912948cd3da9124b50f8fa208516

Aliases

arxiv: 2405.01559 · arxiv_version: 2405.01559v1 · doi: 10.48550/arxiv.2405.01559 · pith_short_12: Z2KMFS5KZ3Q6 · pith_short_16: Z2KMFS5KZ3Q6DGO2 · pith_short_8: Z2KMFS5K

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/Z2KMFS5KZ3Q6DGO26UALV4LRKD \
  | 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: ce94c2cbaacee1e199daf500baf17150ee51912948cd3da9124b50f8fa208516

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "732d2c5697a44ee5ccbe22ded5e7765002b67ef18cfecd7d2a35312e74f8eb45",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-03-26T18:53:17Z",
    "title_canon_sha256": "26b3c7a89e066063f6e359e2ebd3ccde65bb3f9ed697c3419bbe245f13185ccd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01559",
    "kind": "arxiv",
    "version": 1
  }
}