Pith Number

pith:KXSGZX32

pith:2022:KXSGZX32ILCBLVWSFQJUTT3RVS

not attested not anchored not stored refs pending

Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction

Jos\'e Pombal, M\'ario A.T. Figueiredo, Pedro Bizarro, Pedro Saleiro

arxiv:2206.13183 v1 · 2022-06-27 · 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{KXSGZX32ILCBLVWSFQJUTT3RVS}

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	2026-07-05T04:35:03.398965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55e46cdf7a42c415d6d22c1349cf71aca60768edeab5ab49486f6acbcf083268

Aliases

arxiv: 2206.13183 · arxiv_version: 2206.13183v1 · doi: 10.48550/arxiv.2206.13183 · pith_short_12: KXSGZX32ILCB · pith_short_16: KXSGZX32ILCBLVWS · pith_short_8: KXSGZX32

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/KXSGZX32ILCBLVWSFQJUTT3RVS \
  | 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: 55e46cdf7a42c415d6d22c1349cf71aca60768edeab5ab49486f6acbcf083268

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4400a73e75648fb7bb2c7c527275ce2e09970cc5fcbd398a2802952e2390bd8d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-27T10:56:04Z",
    "title_canon_sha256": "5e8bde5fba8628d16f824a533b8efd813d8087cdfa3b1ea89ea6f766962789bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.13183",
    "kind": "arxiv",
    "version": 1
  }
}