Pith Number

pith:NWHOIM4E

pith:2023:NWHOIM4EYLZ3NS65YGLX6MC3LF

not attested not anchored not stored refs pending

The Shape of Explanations: A Topological Account of Rule-Based Explanations in Machine Learning

Brett Mullins

arxiv:2301.09042 v1 · 2023-01-22 · 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{NWHOIM4EYLZ3NS65YGLX6MC3LF}

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

1 paper in Pith

xpSHACL: Explainable SHACL Validation using Retrieval-Augmented Generation and Large Language Models

Receipt and verification

First computed	2026-07-05T05:34:55.785929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d8ee43384c2f3b6cbddc1977f305b59617bca4b202f4f25ba91528d47d16cf8

Aliases

arxiv: 2301.09042 · arxiv_version: 2301.09042v1 · doi: 10.48550/arxiv.2301.09042 · pith_short_12: NWHOIM4EYLZ3 · pith_short_16: NWHOIM4EYLZ3NS65 · pith_short_8: NWHOIM4E

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/NWHOIM4EYLZ3NS65YGLX6MC3LF \
  | 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: 6d8ee43384c2f3b6cbddc1977f305b59617bca4b202f4f25ba91528d47d16cf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99a1014620ed947f273ea2913b55b855899da1673fb438b6a8e14f31d1edea17",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-22T02:58:00Z",
    "title_canon_sha256": "0a13902cf2d9f9187cdcf17d63f5f33d7a60a58b056becba346de78b0a42a5c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.09042",
    "kind": "arxiv",
    "version": 1
  }
}