Pith Number

pith:NZNH5O6U

pith:2021:NZNH5O6UMS7D64ABCXJMOGCH3N

not attested not anchored not stored refs pending

Fighting Fire with Fire: Contrastive Debiasing without Bias-free Data via Generative Bias-transformation

Eunho Yang, Hajin Shim, June Yong Yang, Yeonsung Jung

arxiv:2112.01021 v2 · 2021-12-02 · 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{NZNH5O6UMS7D64ABCXJMOGCH3N}

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.

Receipt and verification

First computed	2026-07-05T06:27:38.206653Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e5a7ebbd464be3f700115d2c71847db6a1857587a28fe427149554a5b2d7900

Aliases

arxiv: 2112.01021 · arxiv_version: 2112.01021v2 · doi: 10.48550/arxiv.2112.01021 · pith_short_12: NZNH5O6UMS7D · pith_short_16: NZNH5O6UMS7D64AB · pith_short_8: NZNH5O6U

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/NZNH5O6UMS7D64ABCXJMOGCH3N \
  | 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: 6e5a7ebbd464be3f700115d2c71847db6a1857587a28fe427149554a5b2d7900

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9450fae5bb1430738ec3565f6ed8a228376bd162676c3f989224868d422b56fa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-02T07:16:06Z",
    "title_canon_sha256": "4c3f0ae2be9f97b5ca911424c99e4d91ce5bdf40ce80fa34aa8cfa94380d98b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.01021",
    "kind": "arxiv",
    "version": 2
  }
}