Pith Number

pith:XAXVRBQ5

pith:2022:XAXVRBQ5URBP2GNCYGCZBS5RRD

not attested not anchored not stored refs pending

On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods

Ameet Talwalkar, Kasun Amarasinghe, Kit T. Rodolfa, Pedro Bizarro, Pedro Saleiro, Rayid Ghani, S\'ergio Jesus, Valerie Chen, Vladimir Balayan

arxiv:2206.13503 v4 · 2022-06-24 · cs.LG · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XAXVRBQ5URBP2GNCYGCZBS5RRD}

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.

Receipt and verification

First computed	2026-07-05T05:44:24.594206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b82f58861da442fd19a2c18590cbb188eaf598c5cee27905b43f1aa59f811e84

Aliases

arxiv: 2206.13503 · arxiv_version: 2206.13503v4 · doi: 10.48550/arxiv.2206.13503 · pith_short_12: XAXVRBQ5URBP · pith_short_16: XAXVRBQ5URBP2GNC · pith_short_8: XAXVRBQ5

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/XAXVRBQ5URBP2GNCYGCZBS5RRD \
  | 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: b82f58861da442fd19a2c18590cbb188eaf598c5cee27905b43f1aa59f811e84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56b62bee01a5db00c80140302c287fa104870fd0d7419f41402c27e99827865f",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-24T14:46:19Z",
    "title_canon_sha256": "87f62470b11fbe49c78ad901b17597ea83564c321ac161099549cb6fba1b1abc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13503",
    "kind": "arxiv",
    "version": 4
  }
}