Pith Number

pith:2PIWOCNY

pith:2020:2PIWOCNYWPX4BVDLIVQVZ7OJBG

not attested not anchored not stored refs pending

Impact of Accuracy on Model Interpretations

Brian Liu, Madeleine Udell

arxiv:2011.09903 v1 · 2020-11-17 · 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{2PIWOCNYWPX4BVDLIVQVZ7OJBG}

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

Are machine learning interpretations reliable? A stability study on global interpretations

Receipt and verification

First computed	2026-07-05T01:53:02.438332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3d16709b8b3efc0d46b45615cfdc909a58fcdbfb529126752cfb696613c9bb9

Aliases

arxiv: 2011.09903 · arxiv_version: 2011.09903v1 · doi: 10.48550/arxiv.2011.09903 · pith_short_12: 2PIWOCNYWPX4 · pith_short_16: 2PIWOCNYWPX4BVDL · pith_short_8: 2PIWOCNY

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/2PIWOCNYWPX4BVDLIVQVZ7OJBG \
  | 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: d3d16709b8b3efc0d46b45615cfdc909a58fcdbfb529126752cfb696613c9bb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80f231a413f4e6efe9d444f95ac1a2c3922710a01af7d2fbcde22be948f7eab4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-17T19:02:59Z",
    "title_canon_sha256": "2d39a764169f436d9b4d4b3914264ec053c47ce99ba2f4b3972bc58678f559c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.09903",
    "kind": "arxiv",
    "version": 1
  }
}