Pith Number

pith:R6ELSALW

pith:2019:R6ELSALWJPYZKSIVNFH3XK2IIO

not attested not anchored not stored refs pending

Quantifying Interpretability and Trust in Machine Learning Systems

Felix Biessmann, Philipp Schmidt

arxiv:1901.08558 v1 · 2019-01-20 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R6ELSALWJPYZKSIVNFH3XK2IIO}

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

Interactive Multi-Objective Probabilistic Preference Learning with Soft and Hard Bounds

Receipt and verification

First computed	2026-05-17T23:55:35.157740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f88b901764bf1954915694fbbab4843a901164433e4112f8212c42a8f25487e

Aliases

arxiv: 1901.08558 · arxiv_version: 1901.08558v1 · doi: 10.48550/arxiv.1901.08558 · pith_short_12: R6ELSALWJPYZ · pith_short_16: R6ELSALWJPYZKSIV · pith_short_8: R6ELSALW

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/R6ELSALWJPYZKSIVNFH3XK2IIO \
  | 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: 8f88b901764bf1954915694fbbab4843a901164433e4112f8212c42a8f25487e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "501adb4b5cace94a7323bf2863753d8e8903d301a3890c99837437a9c3f1af2b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-20T18:46:39Z",
    "title_canon_sha256": "3ef86f209c31b502182c0b81239182edd762156634f921a5b4989e137eab85e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.08558",
    "kind": "arxiv",
    "version": 1
  }
}