Pith Number

pith:HLFCQD4L

pith:2025:HLFCQD4LVS6UKOSHWMFPMCV4SE

not attested not anchored not stored refs pending

The Value of Prediction in Identifying the Worst-Off

Christoph Kern, Juan Carlos Perdomo, Unai Fischer-Abaigar

arxiv:2501.19334 v3 · 2025-01-31 · cs.CY · cs.LG · 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{HLFCQD4LVS6UKOSHWMFPMCV4SE}

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

2 papers in Pith

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility

Privacy, Prediction, and Allocation

Receipt and verification

First computed	2026-07-05T11:35:31.881648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3aca280f8bacbd453a47b30af60abc9127b9b8a70140b081178d422c4cd24499

Aliases

arxiv: 2501.19334 · arxiv_version: 2501.19334v3 · doi: 10.48550/arxiv.2501.19334 · pith_short_12: HLFCQD4LVS6U · pith_short_16: HLFCQD4LVS6UKOSH · pith_short_8: HLFCQD4L

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/HLFCQD4LVS6UKOSHWMFPMCV4SE \
  | 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: 3aca280f8bacbd453a47b30af60abc9127b9b8a70140b081178d422c4cd24499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92e302e042a0a99649c023d42afc29a35f48a287e796c8e332ab20c649af926f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-01-31T17:34:53Z",
    "title_canon_sha256": "cbbad3bbaa784503528089a8b8e060f11a0672e95b72ebf25bd7c82463112876"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19334",
    "kind": "arxiv",
    "version": 3
  }
}