Pith Number

pith:A4OUL6ZT

pith:2024:A4OUL6ZTCKH77C7ORY64HBWCQB

not attested not anchored not stored refs pending

Schema Matching with Large Language Models: an Experimental Study

Brecht Vandevoort, Frank Neven, Liesbet M. Peeters, Marcel Parciak, Stijn Vansummeren

arxiv:2407.11852 v1 · 2024-07-16 · cs.DB · 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{A4OUL6ZTCKH77C7ORY64HBWCQB}

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

ConStruM: A Structure-Guided LLM Framework for Context-Aware Schema Matching

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

Receipt and verification

First computed	2026-07-05T08:44:41.509338Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

071d45fb33128fff8bee8e3dc386c28061490267392899403a11873cdaff860b

Aliases

arxiv: 2407.11852 · arxiv_version: 2407.11852v1 · doi: 10.48550/arxiv.2407.11852 · pith_short_12: A4OUL6ZTCKH7 · pith_short_16: A4OUL6ZTCKH77C7O · pith_short_8: A4OUL6ZT

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/A4OUL6ZTCKH77C7ORY64HBWCQB \
  | 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: 071d45fb33128fff8bee8e3dc386c28061490267392899403a11873cdaff860b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5460eafae61eab4a29395ba268a98024112a6e1a5cfc22f0ad74a5d164e52b14",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-07-16T15:33:00Z",
    "title_canon_sha256": "0ac1842af433e2c87a9b37225254ee52054d773ae7ce48f8427f10c666deffe3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11852",
    "kind": "arxiv",
    "version": 1
  }
}