Pith Number

pith:YNPRBDZT

pith:2017:YNPRBDZTW5F3KTUMTH2N2VCQTM

not attested not anchored not stored refs pending

Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer

David Madras, Richard Zemel, Toniann Pitassi

arxiv:1711.06664 v3 · 2017-11-17 · 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{YNPRBDZTW5F3KTUMTH2N2VCQTM}

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

PADTHAI-MM: Principles-based Approach for Designing Trustworthy, Human-centered AI using MAST Methodology

Receipt and verification

First computed	2026-05-18T00:06:20.711060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c35f108f33b74bb54e8c99f4dd54509b208caed4425d7075a08e41e7a6f9e6c5

Aliases

arxiv: 1711.06664 · arxiv_version: 1711.06664v3 · doi: 10.48550/arxiv.1711.06664 · pith_short_12: YNPRBDZTW5F3 · pith_short_16: YNPRBDZTW5F3KTUM · pith_short_8: YNPRBDZT

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/YNPRBDZTW5F3KTUMTH2N2VCQTM \
  | 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: c35f108f33b74bb54e8c99f4dd54509b208caed4425d7075a08e41e7a6f9e6c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed4bbd76faa26391c1091daad739023b48a99b8c5c5f1b51c0c20ffecbe5e051",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-11-17T18:43:04Z",
    "title_canon_sha256": "6d61f4d2f1f6283638f05e195a23dea7ec9badc8ac2975469a73f3a6ec366683"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.06664",
    "kind": "arxiv",
    "version": 3
  }
}