Pith Number

pith:TLQJC2SA

pith:2024:TLQJC2SA5GABPFGPPG2Y5WSJDW

not attested not anchored not stored refs pending

$C^2$: Scalable Auto-Feedback for LLM-based Chart Generation

Bongshin Lee, Jaegwan Cho, Jaehyun Kang, Jang Han Yoon, MinHyung Lee, Se-Young Yun, Taehyeon Kim, Woosung Koh, Youngjae Yu, Youngjin Song

arxiv:2410.18652 v7 · 2024-10-24 · cs.LG · cs.AI · 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{TLQJC2SA5GABPFGPPG2Y5WSJDW}

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

Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach

Receipt and verification

First computed	2026-07-05T10:13:04.803180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ae0916a40e9801794cf79b58eda491da278cc790e67f2ca309c85456cd01c28

Aliases

arxiv: 2410.18652 · arxiv_version: 2410.18652v7 · doi: 10.48550/arxiv.2410.18652 · pith_short_12: TLQJC2SA5GAB · pith_short_16: TLQJC2SA5GABPFGP · pith_short_8: TLQJC2SA

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/TLQJC2SA5GABPFGPPG2Y5WSJDW \
  | 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: 9ae0916a40e9801794cf79b58eda491da278cc790e67f2ca309c85456cd01c28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb347886844e4268eec3053c599268e5821589bdf1ca87ecbca86628620812c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-24T11:32:00Z",
    "title_canon_sha256": "288830230d4b6a55dfa5d7f8885338eb435c93e594ae13dbdf037e6d66052065"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18652",
    "kind": "arxiv",
    "version": 7
  }
}