Pith Number

pith:7EY5K3PM

pith:2021:7EY5K3PMPHQKYRQ3SJ3PJITHDW

not attested not anchored not stored refs pending

Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests

Alexander D'Amour, Jacob Eisenstein, Steve Yadlowsky, Victor Veitch

arxiv:2106.00545 v3 · 2021-05-31 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7EY5K3PMPHQKYRQ3SJ3PJITHDW}

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

Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models

Factored Causal Representation Learning for Robust Reward Modeling in RLHF

Contextualized Code Pretraining for Code Generation

Receipt and verification

First computed	2026-07-05T03:28:37.486893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f931d56dec79e0ac461b9276f4a2671d98fe257f1fe6c4c6704fe7cd437dab7e

Aliases

arxiv: 2106.00545 · arxiv_version: 2106.00545v3 · doi: 10.48550/arxiv.2106.00545 · pith_short_12: 7EY5K3PMPHQK · pith_short_16: 7EY5K3PMPHQKYRQ3 · pith_short_8: 7EY5K3PM

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/7EY5K3PMPHQKYRQ3SJ3PJITHDW \
  | 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: f931d56dec79e0ac461b9276f4a2671d98fe257f1fe6c4c6704fe7cd437dab7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7f71a3d11f714f3677897aed5a19aad204151ae5aca0a0da7aebc94fc6c68a4",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-31T14:39:38Z",
    "title_canon_sha256": "201b05197e9883b81023c6d8e8dfb6344c32686c36ea95f8bcc9052f765ef5e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.00545",
    "kind": "arxiv",
    "version": 3
  }
}