Pith Number

pith:MW3AXHJZ

pith:2018:MW3AXHJZLZU5I2AKKF64IX4LYA

not attested not anchored not stored refs pending

Feature-Wise Bias Amplification

Anupam Datta, Emily Black, Klas Leino, Matt Fredrikson, Shayak Sen

arxiv:1812.08999 v2 · 2018-12-21 · cs.LG · 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{MW3AXHJZLZU5I2AKKF64IX4LYA}

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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

BRIDGE the Gap: Mitigating Bias Amplification in Automated Scoring of English Language Learners via Inter-group Data Augmentation

Receipt and verification

First computed	2026-07-05T00:13:29.121405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65b60b9d395e69d4680a517dc45f8bc0056d2f5f810d11523dd1e03270d33782

Aliases

arxiv: 1812.08999 · arxiv_version: 1812.08999v2 · doi: 10.48550/arxiv.1812.08999 · pith_short_12: MW3AXHJZLZU5 · pith_short_16: MW3AXHJZLZU5I2AK · pith_short_8: MW3AXHJZ

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/MW3AXHJZLZU5I2AKKF64IX4LYA \
  | 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: 65b60b9d395e69d4680a517dc45f8bc0056d2f5f810d11523dd1e03270d33782

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6056b4c4b204d33d8d7ffe5db3f90cf1521a4a6b7d2de2269cfc94488e990225",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-21T08:48:30Z",
    "title_canon_sha256": "d2cef39b9ba186d89cef21d47020799f7316fe0a8857e3e65443421702969662"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.08999",
    "kind": "arxiv",
    "version": 2
  }
}