Pith Number

pith:GR4AZXFM

pith:2022:GR4AZXFMMASOSGSDNW32S2FYVY

not attested not anchored not stored refs pending

FMP: Toward Fair Graph Message Passing against Topology Bias

Ali Mostafavi, Chao Fan, Na Zou, Xia Hu, Xiaotian Han, Zhimeng Jiang, Zirui Liu

arxiv:2202.04187 v1 · 2022-02-08 · 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{GR4AZXFMMASOSGSDNW32S2FYVY}

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

Do Fair Models Reason Fairly? Counterfactual Explanation Consistency for Procedural Fairness in Credit Decisions

Receipt and verification

First computed	2026-07-05T03:55:34.536649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34780cdcac6024e91a436db7a968b8ae2216ac688fbfe31e8b4f114699424de1

Aliases

arxiv: 2202.04187 · arxiv_version: 2202.04187v1 · doi: 10.48550/arxiv.2202.04187 · pith_short_12: GR4AZXFMMASO · pith_short_16: GR4AZXFMMASOSGSD · pith_short_8: GR4AZXFM

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/GR4AZXFMMASOSGSDNW32S2FYVY \
  | 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: 34780cdcac6024e91a436db7a968b8ae2216ac688fbfe31e8b4f114699424de1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a07c15520502ba6824585f79c44ffdf9bc0ba6fa61315296a6ab86cd9473fac1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-08T23:00:26Z",
    "title_canon_sha256": "5fd7f20a5995f8443321142222d8359d9868700d14752f044e747f3310032a0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.04187",
    "kind": "arxiv",
    "version": 1
  }
}