Pith Number

pith:CBXRWXSS

pith:2021:CBXRWXSSNYWZ27MB53NBFDHOFZ

not attested not anchored not stored refs pending

When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset

Brandon R. Anderson, Daniel E. Ho, Lucia Zheng, Neel Guha, Peter Henderson

arxiv:2104.08671 v3 · 2021-04-18 · 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{CBXRWXSSNYWZ27MB53NBFDHOFZ}

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

4 papers in Pith

Legal Domain Adaptation of Modern BERT Models

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

How Can AI Augment Access to Justice? Public Defenders' Perspectives on AI Adoption

Learning When Not to Decide: A Framework for Overcoming Factual Presumptuousness in AI Adjudication

Receipt and verification

First computed	2026-07-05T02:55:13.963591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

106f1b5e526e2d9d7d81eeda128cee2e65732c91f566c9a8c88a02484e81fbc2

Aliases

arxiv: 2104.08671 · arxiv_version: 2104.08671v3 · doi: 10.48550/arxiv.2104.08671 · pith_short_12: CBXRWXSSNYWZ · pith_short_16: CBXRWXSSNYWZ27MB · pith_short_8: CBXRWXSS

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/CBXRWXSSNYWZ27MB53NBFDHOFZ \
  | 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: 106f1b5e526e2d9d7d81eeda128cee2e65732c91f566c9a8c88a02484e81fbc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d0997123eda2d1d4c8a2848f08c8765b92398481645ada668fd9760bf53f240",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-04-18T00:57:16Z",
    "title_canon_sha256": "cee0bf76231ba554bb25080679c1067d6dfe89df38cc8616bf5888d907e53974"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.08671",
    "kind": "arxiv",
    "version": 3
  }
}