Pith Number

pith:2MM3S3F4

pith:2025:2MM3S3F4H2YS53LCBXH332EF2F

not attested not anchored not stored refs pending

MOSS: Multi-Objective Optimization for Stable Rule Sets

Brian Liu, Rahul Mazumder

arxiv:2506.08030 v2 · 2025-06-02 · math.OC · 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{2MM3S3F4H2YS53LCBXH332EF2F}

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	2026-07-05T11:45:14.969810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d319b96cbc3eb12eed620dcfbde885d16a6d7e8102e6aa0959318433b2c3e39c

Aliases

arxiv: 2506.08030 · arxiv_version: 2506.08030v2 · doi: 10.48550/arxiv.2506.08030 · pith_short_12: 2MM3S3F4H2YS · pith_short_16: 2MM3S3F4H2YS53LC · pith_short_8: 2MM3S3F4

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/2MM3S3F4H2YS53LCBXH332EF2F \
  | 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: d319b96cbc3eb12eed620dcfbde885d16a6d7e8102e6aa0959318433b2c3e39c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45cb070a1c56e5d5b3aa0f402f9bbe5aed793a496c6228375f9e36b93db7e960",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-06-02T03:20:12Z",
    "title_canon_sha256": "db7891fdb75c1826e2dfb58adf1fefcf601f0cd7058767069d43d2105a33b779"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08030",
    "kind": "arxiv",
    "version": 2
  }
}