Pith Number

pith:JIIDIA44

pith:2025:JIIDIA44OE6POISE37SXHM45B3

not attested not anchored not stored refs pending

Vendi Information Gain: An Alternative To Mutual Information For Science And Machine Learning

Adji Bousso Dieng, Quan Nguyen

arxiv:2505.09007 v2 · 2025-05-13 · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JIIDIA44OE6POISE37SXHM45B3}

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

How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions

Receipt and verification

First computed	2026-07-05T11:04:22.440703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a1034039c713cf72244dfe573b39d0ecc903d4c71a76457b883e7950e19a729

Aliases

arxiv: 2505.09007 · arxiv_version: 2505.09007v2 · doi: 10.48550/arxiv.2505.09007 · pith_short_12: JIIDIA44OE6P · pith_short_16: JIIDIA44OE6POISE · pith_short_8: JIIDIA44

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/JIIDIA44OE6POISE37SXHM45B3 \
  | 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: 4a1034039c713cf72244dfe573b39d0ecc903d4c71a76457b883e7950e19a729

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15a0087195c21c8a1fd42976ac805c5d6fb0a2ee839da28f69a78bd04d7c90bf",
    "cross_cats_sorted": [
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-05-13T22:49:15Z",
    "title_canon_sha256": "dfebd853bb48b260761a2b94e6090d3c5daa4c4cdb92edc90baef21b7e1d4639"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09007",
    "kind": "arxiv",
    "version": 2
  }
}