Pith Number

pith:LQK42CWT

pith:2026:LQK42CWT66FWZR42H2KFI5GJDQ

not attested not anchored not stored refs pending

Validate Your Authority: Benchmarking LLMs on Multi-Label Precedent Treatment Classification

M. Abdullah Canbaz, M. Mikail Demir

arxiv:2605.17691 v1 · 2026-05-17 · cs.CL · 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{LQK42CWT66FWZR42H2KFI5GJDQ}

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	2026-05-20T00:04:53.031042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c15cd0ad3f78b6cc79a3e945474c91c1dbfef530cf4a41a6f86405ce80c1dcc

Aliases

arxiv: 2605.17691 · arxiv_version: 2605.17691v1 · doi: 10.48550/arxiv.2605.17691 · pith_short_12: LQK42CWT66FW · pith_short_16: LQK42CWT66FWZR42 · pith_short_8: LQK42CWT

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/LQK42CWT66FWZR42H2KFI5GJDQ \
  | 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: 5c15cd0ad3f78b6cc79a3e945474c91c1dbfef530cf4a41a6f86405ce80c1dcc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aeb02fb0e518b4459a797654ebdd8469ecbf2f2bd49534252f74eac3630d4db5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-17T23:15:27Z",
    "title_canon_sha256": "a1086ad253d06f29a6d87e9b4655a03232972aa8193f952a477d7c6ae3189111"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.17691",
    "kind": "arxiv",
    "version": 1
  }
}