Pith Number

pith:2MSSNMKJ

pith:2022:2MSSNMKJREZZ2OQXUHMTEV4OSD

not attested not anchored not stored refs pending

Fair When Trained, Unfair When Deployed: Observable Fairness Measures are Unstable in Performative Prediction Settings

Alan Mishler, Niccol\`o Dalmasso

arxiv:2202.05049 v1 · 2022-02-10 · stat.ML · 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{2MSSNMKJREZZ2OQXUHMTEV4OSD}

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

COPF: An Online Framework for Deployment-Stable Counterfactual Fairness in Evolving Graphs

Receipt and verification

First computed	2026-07-05T03:55:56.749606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d32526b14989339d3a17a1d932578e90fb0f4cd5bb2fb5e7b5c06cebcd5175a7

Aliases

arxiv: 2202.05049 · arxiv_version: 2202.05049v1 · doi: 10.48550/arxiv.2202.05049 · pith_short_12: 2MSSNMKJREZZ · pith_short_16: 2MSSNMKJREZZ2OQX · pith_short_8: 2MSSNMKJ

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/2MSSNMKJREZZ2OQXUHMTEV4OSD \
  | 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: d32526b14989339d3a17a1d932578e90fb0f4cd5bb2fb5e7b5c06cebcd5175a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9985f55d93fc34950b9afb05553451ddf62b86f9c200bc7bf31f7de07c1cfd65",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-10T14:09:02Z",
    "title_canon_sha256": "f2ce808de8caffa5b20ff022399ab37e4ced06d0c47071bfb30ff33931d5fbec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05049",
    "kind": "arxiv",
    "version": 1
  }
}