Pith Number

pith:YRMWFTCH

pith:2018:YRMWFTCHOOXFOZDGFCECPRIJLI

not attested not anchored not stored refs pending

Improving fairness in machine learning systems: What do industry practitioners need?

Hal Daum\'e III, Hanna Wallach, Jennifer Wortman Vaughan, Kenneth Holstein, Miro Dud\'ik

arxiv:1812.05239 v2 · 2018-12-13 · cs.HC · cs.CY · cs.LG · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YRMWFTCHOOXFOZDGFCECPRIJLI}

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

Visual Interaction with Deep Learning Models through Collaborative Semantic Inference

Receipt and verification

First computed	2026-05-17T23:56:44.602557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c45962cc4773ae576466288827c5095a2c9528f8e2e90692119f02b749732905

Aliases

arxiv: 1812.05239 · arxiv_version: 1812.05239v2 · doi: 10.48550/arxiv.1812.05239 · pith_short_12: YRMWFTCHOOXF · pith_short_16: YRMWFTCHOOXFOZDG · pith_short_8: YRMWFTCH

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/YRMWFTCHOOXFOZDGFCECPRIJLI \
  | 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: c45962cc4773ae576466288827c5095a2c9528f8e2e90692119f02b749732905

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e3e9654052c4787ac351333fb818f9cbcd0959a8c83be414c3c76b0011313ca9",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2018-12-13T02:54:24Z",
    "title_canon_sha256": "6feefb77e1e0220d318393aafa401049fa4a8a5e4fdd96f2a5354de412a24ac7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.05239",
    "kind": "arxiv",
    "version": 2
  }
}