Pith Number

pith:MDNYOIIX

pith:2021:MDNYOIIXBDX65VT3YL5IFGPDA6

not attested not anchored not stored refs pending

DIVINE: Diverse Influential Training Points for Data Visualization and Model Refinement

Adrian Weller, Isabel Chien, Muhammad Bilal Zafar, Umang Bhatt

arxiv:2107.05978 v1 · 2021-07-13 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MDNYOIIXBDX65VT3YL5IFGPDA6}

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	2026-07-05T02:57:30.029982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60db87211708efeed67bc2fa8299e307b4c7f31f26133a980e2a7729db5b4354

Aliases

arxiv: 2107.05978 · arxiv_version: 2107.05978v1 · doi: 10.48550/arxiv.2107.05978 · pith_short_12: MDNYOIIXBDX6 · pith_short_16: MDNYOIIXBDX65VT3 · pith_short_8: MDNYOIIX

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/MDNYOIIXBDX65VT3YL5IFGPDA6 \
  | 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: 60db87211708efeed67bc2fa8299e307b4c7f31f26133a980e2a7729db5b4354

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6096719c08fe612e72f194dfb52d22394e8bb0f19961de56f54bec71e6197e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-13T10:50:58Z",
    "title_canon_sha256": "94d1933d330be5aef164d77ab09cced9c64940afffbfd6e5de6b82524942e62b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.05978",
    "kind": "arxiv",
    "version": 1
  }
}