Pith Number

pith:WEX7EEM5

pith:2024:WEX7EEM5K3XNIZBRXUVREEGDBS

not attested not anchored not stored refs pending

Fine-tuning Large Language Models for Entity Matching

Aaron Steiner, Christian Bizer, Ralph Peeters

arxiv:2409.08185 v2 · 2024-09-12 · cs.CL · 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{WEX7EEM5K3XNIZBRXUVREEGDBS}

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	2026-07-05T11:06:23.359888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b12ff2119d56eed46431bd2b1210c30c99a237996216edea632537a3c2eb2de8

Aliases

arxiv: 2409.08185 · arxiv_version: 2409.08185v2 · doi: 10.48550/arxiv.2409.08185 · pith_short_12: WEX7EEM5K3XN · pith_short_16: WEX7EEM5K3XNIZBR · pith_short_8: WEX7EEM5

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/WEX7EEM5K3XNIZBRXUVREEGDBS \
  | 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: b12ff2119d56eed46431bd2b1210c30c99a237996216edea632537a3c2eb2de8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fa1582632db40dfaa8c98d30d21cd0dbd948a1cbb2b6ce32a2cb6b372ce576e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-12T16:20:57Z",
    "title_canon_sha256": "c2f9278dc837dd46a52fbc5b6b85a0ef550df6cb82ce8d0ba6bc71c8f7cdfe29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.08185",
    "kind": "arxiv",
    "version": 2
  }
}