Pith Number

pith:NQVPOLWU

pith:2022:NQVPOLWUZHM2WUOEBMQS54ZBYA

not attested not anchored not stored refs pending

An Additive Instance-Wise Approach to Multi-class Model Interpretation

Dinh Phung, Gholamreza Haffari, Quan Hung Tran, Seyit Camtepe, Trung Le, Van Nguyen, Vy Vo

arxiv:2207.03113 v4 · 2022-07-07 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NQVPOLWUZHM2WUOEBMQS54ZBYA}

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	2026-07-05T06:16:10.836666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c2af72ed4c9d9ab51c40b212ef321c03eaced92c17192d27980eee11a0edf6a

Aliases

arxiv: 2207.03113 · arxiv_version: 2207.03113v4 · doi: 10.48550/arxiv.2207.03113 · pith_short_12: NQVPOLWUZHM2 · pith_short_16: NQVPOLWUZHM2WUOE · pith_short_8: NQVPOLWU

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/NQVPOLWUZHM2WUOEBMQS54ZBYA \
  | 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: 6c2af72ed4c9d9ab51c40b212ef321c03eaced92c17192d27980eee11a0edf6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e5106c3ade4b05b7d9ec5d26af47d6fe6eff223e965382ceb998f6dee1e52b6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-07T06:50:27Z",
    "title_canon_sha256": "0bbfae57f3ea97918ae5a1f46ab4ee09078210f2cc5595b55633ba6681dee645"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.03113",
    "kind": "arxiv",
    "version": 4
  }
}