Pith Number

pith:NGQU2HL4

pith:2019:NGQU2HL4JE2XXPO2ARTI3RT2UU

not attested not anchored not stored refs pending

Explainable Machine Learning in Deployment

Adrian Weller, Alice Xiang, Ankur Taly, Jos\'e M. F. Moura, Joydeep Ghosh, Peter Eckersley, Ruchir Puri, Shubham Sharma, Umang Bhatt, Yunhan Jia

arxiv:1909.06342 v4 · 2019-09-13 · cs.LG · cs.AI · cs.CY · cs.HC · 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{NGQU2HL4JE2XXPO2ARTI3RT2UU}

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

Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry

Receipt and verification

First computed	2026-07-05T01:17:38.398921Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69a14d1d7c49357bbdda04668dc67aa524179d3f0bdee0b301d80a01712cbd75

Aliases

arxiv: 1909.06342 · arxiv_version: 1909.06342v4 · doi: 10.48550/arxiv.1909.06342 · pith_short_12: NGQU2HL4JE2X · pith_short_16: NGQU2HL4JE2XXPO2 · pith_short_8: NGQU2HL4

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/NGQU2HL4JE2XXPO2ARTI3RT2UU \
  | 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: 69a14d1d7c49357bbdda04668dc67aa524179d3f0bdee0b301d80a01712cbd75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e716f51796d8b6faad28041f36eadebb3f3f953435034e67a2b8115a1c2fc769",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.HC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-13T17:35:53Z",
    "title_canon_sha256": "f36d4152c89831fdc0610fa5960fb25ff75f12864cdc9253a7a4667929cda141"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.06342",
    "kind": "arxiv",
    "version": 4
  }
}