Pith Number

pith:HVBB6GDR

pith:2020:HVBB6GDR27KOAZX454MA7WR4EH

not attested not anchored not stored refs pending

Explainable AI without Interpretable Model

Kary Fr\"amling

arxiv:2009.13996 v1 · 2020-09-29 · 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{HVBB6GDR27KOAZX454MA7WR4EH}

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

Explainable AI in Speaker Recognition -- Attention Map Visualisation and Evaluation

Receipt and verification

First computed	2026-07-05T01:38:47.217706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d421f1871d7d4e066fcef180fda3c21e8c29014b49c9b13e93b00e416d16cbe

Aliases

arxiv: 2009.13996 · arxiv_version: 2009.13996v1 · doi: 10.48550/arxiv.2009.13996 · pith_short_12: HVBB6GDR27KO · pith_short_16: HVBB6GDR27KOAZX4 · pith_short_8: HVBB6GDR

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/HVBB6GDR27KOAZX454MA7WR4EH \
  | 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: 3d421f1871d7d4e066fcef180fda3c21e8c29014b49c9b13e93b00e416d16cbe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e158f4c5871bf7c39d79659ee633ad9e48873b43f6def7bf931618b823f59b06",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-09-29T13:29:44Z",
    "title_canon_sha256": "417558c4686a0b304169b6c633c6f510524636662683be64e5afc64b2b7b0f79"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.13996",
    "kind": "arxiv",
    "version": 1
  }
}