Pith Number

pith:JQT4QI4X

pith:2021:JQT4QI4X3NPTM5MEXRKH76BJUE

not attested not anchored not stored refs pending

Cross-Domain Generalization and Knowledge Transfer in Transformers Trained on Legal Data

Hannes Westermann, Jaromir Savelka, Karim Benyekhlef

arxiv:2112.07870 v1 · 2021-12-15 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JQT4QI4X3NPTM5MEXRKH76BJUE}

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

Are manual annotations necessary for statutory interpretations retrieval?

Receipt and verification

First computed	2026-07-05T03:41:07.904790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c27c82397db5f367584bc547ff829a12391cbbd697c90676ce4700046f54616

Aliases

arxiv: 2112.07870 · arxiv_version: 2112.07870v1 · doi: 10.48550/arxiv.2112.07870 · pith_short_12: JQT4QI4X3NPT · pith_short_16: JQT4QI4X3NPTM5ME · pith_short_8: JQT4QI4X

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/JQT4QI4X3NPTM5MEXRKH76BJUE \
  | 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: 4c27c82397db5f367584bc547ff829a12391cbbd697c90676ce4700046f54616

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d7921baa9fcc49b7676b4589db7f144455c07d5c2b75fcb2f1c5b1c836803a5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-12-15T04:23:14Z",
    "title_canon_sha256": "d70e979907dc834cf8482c2e667f6ab25b6425c27a9be94615a61c0e7c2806e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.07870",
    "kind": "arxiv",
    "version": 1
  }
}