Pith Number

pith:KUIF43SI

pith:2025:KUIF43SIEKC46TR3ITLWQM6KKA

not attested not anchored not stored refs pending

Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction

Haotian Shangguan, Mao Mao, Shuo Li, Xi Chen

arxiv:2504.05358 v1 · 2025-04-07 · cs.MA · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KUIF43SIEKC46TR3ITLWQM6KKA}

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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

ASP2LJ : An Adversarial Self-Play Laywer Augmented Legal Judgment Framework

Receipt and verification

First computed	2026-07-05T10:45:41.035654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55105e6e482285cf4e3b44d76833ca5007c689dac67944d878a1d586f7fbc60f

Aliases

arxiv: 2504.05358 · arxiv_version: 2504.05358v1 · doi: 10.48550/arxiv.2504.05358 · pith_short_12: KUIF43SIEKC4 · pith_short_16: KUIF43SIEKC46TR3 · pith_short_8: KUIF43SI

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/KUIF43SIEKC46TR3ITLWQM6KKA \
  | 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: 55105e6e482285cf4e3b44d76833ca5007c689dac67944d878a1d586f7fbc60f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b83778f0e83123f4184061f4ac7817c966caf539f8f35989d59eeb7b17e4fa82",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-04-07T09:34:14Z",
    "title_canon_sha256": "195f2c0ca66b713a281fd1192435ad07dc39fd41515e85fd81d06a9caac6843a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05358",
    "kind": "arxiv",
    "version": 1
  }
}