Pith Number

pith:BHVNMED7

pith:2016:BHVNMED7HGBWEQDHPFV6O5O6E2

not attested not anchored not stored refs pending

Inherent Trade-Offs in the Fair Determination of Risk Scores

Jon Kleinberg, Manish Raghavan, Sendhil Mullainathan

arxiv:1609.05807 v2 · 2016-09-19 · cs.LG · cs.CY · 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{BHVNMED7HGBWEQDHPFV6O5O6E2}

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

19 papers in Pith

Statistical and Structural Approaches to Algorithmic Fairness

Toward Calibrated Mixture-of-Experts Under Distribution Shift

AgentFairBench: Do LLM Agents Discriminate When They Act?

Pareto-Guided Teacher Alignment for Fair Personalized Text Generation

Learning Fair Demand Models

Receipt and verification

First computed	2026-05-18T00:58:03.772669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09ead6107f3983624067796be775de268b9963334e2d3ebaf2e41b13fd485421

Aliases

arxiv: 1609.05807 · arxiv_version: 1609.05807v2 · doi: 10.48550/arxiv.1609.05807 · pith_short_12: BHVNMED7HGBW · pith_short_16: BHVNMED7HGBWEQDH · pith_short_8: BHVNMED7

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/BHVNMED7HGBWEQDHPFV6O5O6E2 \
  | 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: 09ead6107f3983624067796be775de268b9963334e2d3ebaf2e41b13fd485421

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17fac61531e407176bdb9d1cab9621442a28e379c975a28384e26f8468b76a23",
    "cross_cats_sorted": [
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-09-19T16:08:51Z",
    "title_canon_sha256": "31cb5aafe51d4e81730b03d665b01395ca63383c915426ec5bf83b524656e06b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.05807",
    "kind": "arxiv",
    "version": 2
  }
}