Pith Number

pith:LZMXJ7KL

pith:2023:LZMXJ7KLOGIL7JSVO4XWRSVX6K

not attested not anchored not stored refs pending

Bias Amplification Enhances Minority Group Performance

Gaotang Li, Jiarui Liu, Wei Hu

arxiv:2309.06717 v2 · 2023-09-13 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LZMXJ7KLOGIL7JSVO4XWRSVX6K}

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	2026-07-05T08:05:50.460138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e5974fd4b7190bfa655772f68cab7f29329c053124cb0d6e3af9774a589ff65

Aliases

arxiv: 2309.06717 · arxiv_version: 2309.06717v2 · doi: 10.48550/arxiv.2309.06717 · pith_short_12: LZMXJ7KLOGIL · pith_short_16: LZMXJ7KLOGIL7JSV · pith_short_8: LZMXJ7KL

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/LZMXJ7KLOGIL7JSVO4XWRSVX6K \
  | 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: 5e5974fd4b7190bfa655772f68cab7f29329c053124cb0d6e3af9774a589ff65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3fc7833fcc01350de6dd39ae9afc1280907cabf5d63d8610a20ef731ccc49eb",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-13T04:40:08Z",
    "title_canon_sha256": "29a0c984b11e5b02b2f6b5193b9b04f58ea3e9be28e1f48d98ea14aeb894efb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06717",
    "kind": "arxiv",
    "version": 2
  }
}