Pith Number

pith:T6QNMILN

pith:2025:T6QNMILNHONJDJPWNE3KEHOU6L

not attested not anchored not stored refs pending

A Survey of LLM $\times$ DATA

Binyuan Hui, Conghui He, Fan Wu, Guoliang Li, Haodong Chen, Haoyu Zhao, Jingren Zhou, Junxuan He, Jun Zhou, Shuo Wang, Wei Zhou, Xin Tong, Xuanhe Zhou, Youmin Chen, Zhaojun Sun, Zhiyuan Liu, Zirui Tang

arxiv:2505.18458 v3 · 2025-05-24 · cs.DB · cs.AI · cs.CL · cs.IR · 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{T6QNMILNHONJDJPWNE3KEHOU6L}

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

7 papers in Pith

LLMs+Graphs: Toward Graph-Native, Synergistic AI Systems

MaDI-Bench: An End-to-End Data Integration Benchmark

Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data

Automating Database-Native Function Code Synthesis with LLMs

PrepBench: How Far Are We from Natural-Language-Driven Data Preparation?

Receipt and verification

First computed	2026-07-05T11:13:26.611563Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fa0d6216d3b9a91a5f66936a21dd4f2faaf488894ca26e244e4ad8a2db87243

Aliases

arxiv: 2505.18458 · arxiv_version: 2505.18458v3 · doi: 10.48550/arxiv.2505.18458 · pith_short_12: T6QNMILNHONJ · pith_short_16: T6QNMILNHONJDJPW · pith_short_8: T6QNMILN

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/T6QNMILNHONJDJPWNE3KEHOU6L \
  | 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: 9fa0d6216d3b9a91a5f66936a21dd4f2faaf488894ca26e244e4ad8a2db87243

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "666ab1c70f0257564f857539e640c8e949dc9caef8c1a561861b3b135e0ad17d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2025-05-24T01:57:12Z",
    "title_canon_sha256": "71294b9fb48c29492bd8315bb9af724e3c9f2eaaed825209a9fd865260470eee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18458",
    "kind": "arxiv",
    "version": 3
  }
}