Pith Number

pith:LKLCRJX6

pith:2023:LKLCRJX6HZCGH6FZWXUUOZI3WP

not attested not anchored not stored refs pending

LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs

Benjamin J. Lengerich, Harsha Nori, Manolis Kellis, Mark E. Nunnally, Rich Caruana, Sebastian Bordt, Yin Aphinyanaphongs

arxiv:2308.01157 v2 · 2023-08-02 · stat.ML · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LKLCRJX6HZCGH6FZWXUUOZI3WP}

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

2 papers in Pith

AnTenA: Actionable and Explainable Tensor Analysis System with Large Language Models

Agentic-imodels: Evolving agentic interpretability tools via autoresearch

Receipt and verification

First computed	2026-07-05T06:38:03.086372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a9628a6fe3e4463f8b9b5e947651bb3d4e032e542a22c7f89a3c125ca8246be

Aliases

arxiv: 2308.01157 · arxiv_version: 2308.01157v2 · doi: 10.48550/arxiv.2308.01157 · pith_short_12: LKLCRJX6HZCG · pith_short_16: LKLCRJX6HZCGH6FZ · pith_short_8: LKLCRJX6

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/LKLCRJX6HZCGH6FZWXUUOZI3WP \
  | 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: 5a9628a6fe3e4463f8b9b5e947651bb3d4e032e542a22c7f89a3c125ca8246be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2fbfdf1adc93297e79cec52d7e129368d4ff0f91644d45c4a3326cddfdcb4eef",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-08-02T13:59:35Z",
    "title_canon_sha256": "e8536c102b7b8c5c3de8aa69e4bb7f717220ab4c8fef1cacc8f63ead23e4c19d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.01157",
    "kind": "arxiv",
    "version": 2
  }
}