Pith Number

pith:4HGQ33UR

pith:2024:4HGQ33URKWYO44AXAVRJUMALK2

not attested not anchored not stored refs pending

Evaluating LLM-based Approaches to Legal Citation Prediction: Domain-specific Pre-training, Fine-tuning, or RAG? A Benchmark and an Australian Law Case Study

Ehsan Shareghi, Jiuzhou Han, Paul Burgess

arxiv:2412.06272 v2 · 2024-12-09 · cs.CL · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4HGQ33URKWYO44AXAVRJUMALK2}

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.

Receipt and verification

First computed	2026-07-05T11:07:17.670632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1cd0dee9155b0ee701705629a300b5690f69f118bd65faf62c5c10c9b0f75c6

Aliases

arxiv: 2412.06272 · arxiv_version: 2412.06272v2 · doi: 10.48550/arxiv.2412.06272 · pith_short_12: 4HGQ33URKWYO · pith_short_16: 4HGQ33URKWYO44AX · pith_short_8: 4HGQ33UR

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/4HGQ33URKWYO44AXAVRJUMALK2 \
  | 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: e1cd0dee9155b0ee701705629a300b5690f69f118bd65faf62c5c10c9b0f75c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3649c9579aef1c9ae9ece58e6e3b73e0cbb3edb22d16d4b2acc3e06a73ad3c08",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-09T07:46:14Z",
    "title_canon_sha256": "9f669883096d103425baf3a1074e61af4d3b43bbe5b22c858188469f8bc36b48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06272",
    "kind": "arxiv",
    "version": 2
  }
}