Pith Number

pith:LMYREBZ6

pith:2023:LMYREBZ63VVJG7VSVEKYFMQSTE

not attested not anchored not stored refs pending

Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation

Aleksander Madry, Joshua Vendrow, Logan Engstrom, Saachi Jain

arxiv:2302.07865 v2 · 2023-02-15 · 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{LMYREBZ63VVJG7VSVEKYFMQSTE}

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

DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation

Receipt and verification

First computed	2026-07-05T06:21:59.820456Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b3112073edd6a937eb2a91582b212993869b604aa7e03da167f9a0552a8bd74

Aliases

arxiv: 2302.07865 · arxiv_version: 2302.07865v2 · doi: 10.48550/arxiv.2302.07865 · pith_short_12: LMYREBZ63VVJ · pith_short_16: LMYREBZ63VVJG7VS · pith_short_8: LMYREBZ6

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/LMYREBZ63VVJG7VSVEKYFMQSTE \
  | 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: 5b3112073edd6a937eb2a91582b212993869b604aa7e03da167f9a0552a8bd74

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55737b8e93b875607f0a01a7e9f71fbe8ec02ec5af2007b943d569f422d6aee2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-15T18:56:26Z",
    "title_canon_sha256": "ab5ee740ab613fd3fcbd60b434452883551c97f4a3951b44f8263ff4e89bddc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07865",
    "kind": "arxiv",
    "version": 2
  }
}