Pith Number

pith:VJFQFRLY

pith:2022:VJFQFRLYADARQRVSST2GVDWAWR

not attested not anchored not stored refs pending

deep-significance - Easy and Meaningful Statistical Significance Testing in the Age of Neural Networks

Christian Hardmeier, Dennis Ulmer, Jes Frellsen

arxiv:2204.06815 v1 · 2022-04-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VJFQFRLYADARQRVSST2GVDWAWR}

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

2 papers in Pith

Tail-Shape Estimation in LLM Evaluation Is Fragile: A Protocol for Diagnosing False Positives

Topics as Proxies for Sociodemographics: How Conversational Context Affects LLM Answers

Receipt and verification

First computed	2026-07-05T04:14:46.446745Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa4b02c57800c11846b294f46a8ec0b46dde697d29df7479638aa2dd3e60ca57

Aliases

arxiv: 2204.06815 · arxiv_version: 2204.06815v1 · doi: 10.48550/arxiv.2204.06815 · pith_short_12: VJFQFRLYADAR · pith_short_16: VJFQFRLYADARQRVS · pith_short_8: VJFQFRLY

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/VJFQFRLYADARQRVSST2GVDWAWR \
  | 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: aa4b02c57800c11846b294f46a8ec0b46dde697d29df7479638aa2dd3e60ca57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "522619813e30d94ed37ad547da9918b6313f3b49e108a09405b16132f1d2e7a7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-14T08:24:37Z",
    "title_canon_sha256": "b3432ce4a5326ccb1c465f8dd0d23fda4b26e42bb4763fc2881311590c5741db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.06815",
    "kind": "arxiv",
    "version": 1
  }
}