Pith Number

pith:7BVIAMFH

pith:2023:7BVIAMFHV32UO6LBBGQMVYN4YG

not attested not anchored not stored refs pending

A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms

George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas

arxiv:2307.01231 v2 · 2023-07-03 · cs.DB · cs.AI · 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{7BVIAMFHV32UO6LBBGQMVYN4YG}

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

Beyond Traditional Algorithms: Leveraging LLMs for Accurate Cross-Border Entity Identification

Receipt and verification

First computed	2026-07-05T07:11:57.236254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f86a8030a7aef547796109a0cae1bcc1b046a33758f96b66e94806ab58479438

Aliases

arxiv: 2307.01231 · arxiv_version: 2307.01231v2 · doi: 10.48550/arxiv.2307.01231 · pith_short_12: 7BVIAMFHV32U · pith_short_16: 7BVIAMFHV32UO6LB · pith_short_8: 7BVIAMFH

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/7BVIAMFHV32UO6LBBGQMVYN4YG \
  | 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: f86a8030a7aef547796109a0cae1bcc1b046a33758f96b66e94806ab58479438

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b56afc78690f2f923d444697ce9b9b3bcea5c674e00e8527f02cac719138fe5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2023-07-03T07:54:54Z",
    "title_canon_sha256": "1db9a07871ff8b55593547b0ead10151ba6c4d87df62b0422c3e089be1d60c7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.01231",
    "kind": "arxiv",
    "version": 2
  }
}