Pith Number

pith:UQGU4LUZ

pith:2018:UQGU4LUZUPBSTYQZSLOUMBLP6Y

not attested not anchored not stored refs pending

Machine Learning Interpretability: A Science rather than a tool

Abdul Karim, Abdul Sattar, Avinash Mishra, MA Hakim Newton

arxiv:1807.06722 v2 · 2018-07-18 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UQGU4LUZUPBSTYQZSLOUMBLP6Y}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:09:51.961453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a40d4e2e99a3c329e21992dd46056ff635551f6863f8885b9897c645e3a636de

Aliases

arxiv: 1807.06722 · arxiv_version: 1807.06722v2 · doi: 10.48550/arxiv.1807.06722 · pith_short_12: UQGU4LUZUPBS · pith_short_16: UQGU4LUZUPBSTYQZ · pith_short_8: UQGU4LUZ

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/UQGU4LUZUPBSTYQZSLOUMBLP6Y \
  | 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: a40d4e2e99a3c329e21992dd46056ff635551f6863f8885b9897c645e3a636de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06de862c8582b37d63ec4f425ea100990e9f7ecbbd30e3a26c68c8c6b872f29c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-18T00:50:18Z",
    "title_canon_sha256": "14a4ae6a467a7afb0688c5fbf05a4cc11cd04e245d2736440510d0fb80d1d896"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.06722",
    "kind": "arxiv",
    "version": 2
  }
}