Pith Number

pith:PVBQARPD

pith:2019:PVBQARPDMIBWKZOHZJNGQVAT27

not attested not anchored not stored refs pending

Taking Ethics, Fairness, and Bias Seriously in Machine Learning for Disaster Risk Management

Annegien Tijssen, Dave Luo, Dennis Wagenaar, Robert Soden

arxiv:1912.05538 v2 · 2019-12-10 · cs.CY · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PVBQARPDMIBWKZOHZJNGQVAT27}

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.

Receipt and verification

First computed	2026-07-05T00:27:00.061957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d430045e362036565c7ca5a685413d7dc130b2fd0ca60df950021ddc45e5dae

Aliases

arxiv: 1912.05538 · arxiv_version: 1912.05538v2 · doi: 10.48550/arxiv.1912.05538 · pith_short_12: PVBQARPDMIBW · pith_short_16: PVBQARPDMIBWKZOH · pith_short_8: PVBQARPD

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/PVBQARPDMIBWKZOHZJNGQVAT27 \
  | 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: 7d430045e362036565c7ca5a685413d7dc130b2fd0ca60df950021ddc45e5dae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7d998f035ff9b425cf4dca7513561aa54bd2384d06c13967cdba902f7d9d562",
    "cross_cats_sorted": [
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2019-12-10T20:37:45Z",
    "title_canon_sha256": "6a234b95584f8b208e0f0505435ff1ff6c900d7e430c3586111287600dd4eafb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.05538",
    "kind": "arxiv",
    "version": 2
  }
}