Pith Number

pith:LIYDI3CB

pith:2022:LIYDI3CB76PAEUPL7KN2QWPH34

not attested not anchored not stored refs pending

Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction

Baokui Li, Fei Wu, Kun Kuang, Leilei Gan, Lei Wang, Luu Anh Tuan, Yating Zhang, Yi Yang

arxiv:2211.08238 v3 · 2022-11-15 · 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{LIYDI3CB76PAEUPL7KN2QWPH34}

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	2026-07-05T07:03:19.405023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a30346c41ff9e0251ebfa9ba859e7df3a36bb1377298ced51b60e0041162db5

Aliases

arxiv: 2211.08238 · arxiv_version: 2211.08238v3 · doi: 10.48550/arxiv.2211.08238 · pith_short_12: LIYDI3CB76PA · pith_short_16: LIYDI3CB76PAEUPL · pith_short_8: LIYDI3CB

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/LIYDI3CB76PAEUPL7KN2QWPH34 \
  | 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: 5a30346c41ff9e0251ebfa9ba859e7df3a36bb1377298ced51b60e0041162db5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04a8fd24e5095d0ad5677a8fc65c7e27a38114566f652c6caf1604e916ed2fda",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-15T15:53:56Z",
    "title_canon_sha256": "ee5ea2b1577ead28a80da0556f1701e1a6be8d54b1b6e04619fe0903f658d6d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.08238",
    "kind": "arxiv",
    "version": 3
  }
}