Pith Number

pith:W7LJRU3T

pith:2024:W7LJRU3TQ7UEUB4YUOYHTFUMG3

not attested not anchored not stored refs pending

Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized

Ashia Wilson, Kathleen Creel, Shomik Jain

arxiv:2404.08592 v3 · 2024-04-12 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7LJRU3TQ7UEUB4YUOYHTFUMG3}

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

Receipt and verification

First computed	2026-07-05T08:34:16.708630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7d698d37387e84a0798a3b079968c36d470b753d96ecceb8aa70d1b8a83570d

Aliases

arxiv: 2404.08592 · arxiv_version: 2404.08592v3 · doi: 10.48550/arxiv.2404.08592 · pith_short_12: W7LJRU3TQ7UE · pith_short_16: W7LJRU3TQ7UEUB4Y · pith_short_8: W7LJRU3T

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/W7LJRU3TQ7UEUB4YUOYHTFUMG3 \
  | 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: b7d698d37387e84a0798a3b079968c36d470b753d96ecceb8aa70d1b8a83570d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7d0265416e950ec43d258ceeddc0b7c61aeee6b1ead24f909348f57b47e4774",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2024-04-12T16:40:29Z",
    "title_canon_sha256": "3b008362426ab9382381d0a7e2fe040b5e4c483aaec9b287ce17cea8e3cb3128"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08592",
    "kind": "arxiv",
    "version": 3
  }
}