Pith Number

pith:LGFAV2P7

pith:2025:LGFAV2P7IMY3DG5E4NYBKNNRY5

not attested not anchored not stored refs pending

Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection

(2) Data61, CSIRO), Jianwei Wang (1), Liming Zhu (2), Mengqi Wang (1), Michael Bain (1), Qing Liu (2), Wenjie Zhang (1) ((1) UNSW Sydney, Xiwei Xu (2), Zhenchang Xing (2)

arxiv:2512.07246 v2 · 2025-12-08 · 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{LGFAV2P7IMY3DG5E4NYBKNNRY5}

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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

Collaborative Large and Small Language Models for Accurate and Scalable Data Repair

Receipt and verification

First computed	2026-07-28T02:23:22.153002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

598a0ae9ff4331b19ba4e3701535b1c75d077bab413b69b41b3f22a01657c42b

Aliases

arxiv: 2512.07246 · arxiv_version: 2512.07246v2 · doi: 10.48550/arxiv.2512.07246 · pith_short_12: LGFAV2P7IMY3 · pith_short_16: LGFAV2P7IMY3DG5E · pith_short_8: LGFAV2P7

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/LGFAV2P7IMY3DG5E4NYBKNNRY5 \
  | 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: 598a0ae9ff4331b19ba4e3701535b1c75d077bab413b69b41b3f22a01657c42b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04c7270a777f83fcb65b5cab4d40eb281767188afda83cd200a960d2de9ffd2d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-12-08T07:40:48Z",
    "title_canon_sha256": "a73388af09c45dfc898e4ec9979be429fc85d8061047a48575f1aba9a3fc9c4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.07246",
    "kind": "arxiv",
    "version": 2
  }
}