Pith Number

pith:QV3UM5T5

pith:2023:QV3UM5T5MX4UPWQCJPNEZLBZ3G

not attested not anchored not stored refs pending

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

Dongmei Zhang, Lun Du, Mengyu Zhou, Ran Jia, Rui Ding, Shi Han, Xiaojun Ma, Xinrun Xu, Xinyi He, Xu Chen, Yan Gao, Zejian Yuan

arxiv:2312.13671 v1 · 2023-12-21 · cs.CL · 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{QV3UM5T5MX4UPWQCJPNEZLBZ3G}

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

Large Language Models for Predictive Analysis: How Far Are They?

Receipt and verification

First computed	2026-07-05T07:26:48.105729Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

857746767d65f947da024bda4cac39d9b75b673d45981e35a548db7c82914c7d

Aliases

arxiv: 2312.13671 · arxiv_version: 2312.13671v1 · doi: 10.48550/arxiv.2312.13671 · pith_short_12: QV3UM5T5MX4U · pith_short_16: QV3UM5T5MX4UPWQC · pith_short_8: QV3UM5T5

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/QV3UM5T5MX4UPWQCJPNEZLBZ3G \
  | 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: 857746767d65f947da024bda4cac39d9b75b673d45981e35a548db7c82914c7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6de43160fbb3a8b22b5be0b35a807a952c7bddf1ea570eb72493231bdeee91be",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-21T08:50:41Z",
    "title_canon_sha256": "be8b96257057ea0317f11393f0405f856757932779eb565b8e3cc506f250461b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.13671",
    "kind": "arxiv",
    "version": 1
  }
}