Pith Number

pith:FCXG5MSU

pith:2023:FCXG5MSUUUPSRJFGFVRX32YZFY

not attested not anchored not stored refs pending

Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data

Carlos Gemmell, Jeffrey Dalton

arxiv:2303.10138 v1 · 2023-03-17 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FCXG5MSUUUPSRJFGFVRX32YZFY}

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

Toward Real-World Table Agents: Capabilities, Workflows, and Design Principles for LLM-based Table Intelligence

Receipt and verification

First computed	2026-07-05T05:52:14.691668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28ae6eb254a51f28a4a62d637deb192e20a1af426a99087f07f557768688e741

Aliases

arxiv: 2303.10138 · arxiv_version: 2303.10138v1 · doi: 10.48550/arxiv.2303.10138 · pith_short_12: FCXG5MSUUUPS · pith_short_16: FCXG5MSUUUPSRJFG · pith_short_8: FCXG5MSU

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/FCXG5MSUUUPSRJFGFVRX32YZFY \
  | 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: 28ae6eb254a51f28a4a62d637deb192e20a1af426a99087f07f557768688e741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03aeb2f78c9e56da3bc9a950585448e521ebcc3beeb22bea246e69d3feea86ec",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-17T17:26:56Z",
    "title_canon_sha256": "81127ab4190c1ae45e89dd1b5fd102302a38fa7ec8be6ff030d5ed49ee35d522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.10138",
    "kind": "arxiv",
    "version": 1
  }
}