Pith Number

pith:Z2X6WYPF

pith:2021:Z2X6WYPFLLKY7ADTBJ27XL2SYO

not attested not anchored not stored refs pending

Finding and Fixing Spurious Patterns with Explanations

Ameet Talwalkar, Gregory Plumb, Marco Tulio Ribeiro

arxiv:2106.02112 v3 · 2021-06-03 · 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{Z2X6WYPFLLKY7ADTBJ27XL2SYO}

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

3 papers in Pith

TEVI: Text-Conditioned Editing of Visual Representations via Sparse Autoencoders for Improved Vision-Language Alignment

Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study

Spurious Correlation Learning in Preference Optimization: Mechanisms, Consequences, and Mitigation via Tie Training

Receipt and verification

First computed	2026-07-05T04:49:29.187784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ceafeb61e55ad58f80730a75fbaf52c398259db248b758d296eac720ecdde877

Aliases

arxiv: 2106.02112 · arxiv_version: 2106.02112v3 · doi: 10.48550/arxiv.2106.02112 · pith_short_12: Z2X6WYPFLLKY · pith_short_16: Z2X6WYPFLLKY7ADT · pith_short_8: Z2X6WYPF

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/Z2X6WYPFLLKY7ADTBJ27XL2SYO \
  | 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: ceafeb61e55ad58f80730a75fbaf52c398259db248b758d296eac720ecdde877

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "960c56e798e2948f14becea796791f36d1a185fc7e5dd8b64b924c719860d6b4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-03T20:07:46Z",
    "title_canon_sha256": "67cdb098ddd108e68036d9fbcfd3d4b4b9fecd58640c6f1ad001c97a87313b19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.02112",
    "kind": "arxiv",
    "version": 3
  }
}