Pith Number

pith:L73LNMOX

pith:2022:L73LNMOXRIYD4VHBRDSSIDBQ3E

not attested not anchored not stored refs pending

Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust

Fanchao Chen, Haotian Chen, Lingwei Zhang, Yang Yu, Yiran Liu

arxiv:2211.03046 v2 · 2022-11-06 · 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{L73LNMOXRIYD4VHBRDSSIDBQ3E}

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	2026-07-05T06:02:01.575591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ff6b6b1d78a303e54e188e5240c30d9061fad6901c615cc98fa8407243f909e

Aliases

arxiv: 2211.03046 · arxiv_version: 2211.03046v2 · doi: 10.48550/arxiv.2211.03046 · pith_short_12: L73LNMOXRIYD · pith_short_16: L73LNMOXRIYD4VHB · pith_short_8: L73LNMOX

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/L73LNMOXRIYD4VHBRDSSIDBQ3E \
  | 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: 5ff6b6b1d78a303e54e188e5240c30d9061fad6901c615cc98fa8407243f909e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9fbf463c890fe19e76ae15078a211db317e563fc88241f8c59e3f38b3365b94",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-11-06T07:03:31Z",
    "title_canon_sha256": "279801dd91579a22415528da04a887a4b35e9b672a45b1314ca14e5006f58bba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.03046",
    "kind": "arxiv",
    "version": 2
  }
}