Pith Number

pith:DMTQKLKY

pith:2024:DMTQKLKY4OWDXOSIOPQPQTMR2Q

not attested not anchored not stored refs pending

Drawing Pandas: A Benchmark for LLMs in Generating Plotting Code

Egor Bogomolov, Sergey Titov, Timur Galimzyanov, Yaroslav Golubev

arxiv:2412.02764 v2 · 2024-12-03 · cs.SE · cs.AI · 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{DMTQKLKY4OWDXOSIOPQPQTMR2Q}

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

PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation

VisPhyWorld: Probing Physical Reasoning via Code-Driven Video Reconstruction

Receipt and verification

First computed	2026-07-05T10:20:17.901438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b27052d58e3ac3bba4873e0f84d91d433fbb4574356fa4365410ca83f8d6f23

Aliases

arxiv: 2412.02764 · arxiv_version: 2412.02764v2 · doi: 10.48550/arxiv.2412.02764 · pith_short_12: DMTQKLKY4OWD · pith_short_16: DMTQKLKY4OWDXOSI · pith_short_8: DMTQKLKY

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/DMTQKLKY4OWDXOSIOPQPQTMR2Q \
  | 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: 1b27052d58e3ac3bba4873e0f84d91d433fbb4574356fa4365410ca83f8d6f23

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f71d7414b0a7ba9bc211a8a6c7d7e5f3bf518f55b792d959f4de3706090fd26",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-03T19:05:37Z",
    "title_canon_sha256": "2a4b0bc78e940c3248cd7240356493512a5ba428d859c8c8541c9279440254da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02764",
    "kind": "arxiv",
    "version": 2
  }
}