Pith Number

pith:MS3LZUHN

pith:2025:MS3LZUHNECMAXLSWGHW6U57GBM

not attested not anchored not stored refs pending

Monotone and Separable Set Functions: Characterizations and Neural Models

Abir De, Nadav Dym, Soutrik Sarangi, Yonatan Sverdlov

arxiv:2510.23634 v3 · 2025-10-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MS3LZUHNECMAXLSWGHW6U57GBM}

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	2026-05-20T00:01:36.403960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64b6bcd0ed20980bae5631edea77e60b1616f28cc6f0133b1fa7a8f8d1a5b439

Aliases

arxiv: 2510.23634 · arxiv_version: 2510.23634v3 · doi: 10.48550/arxiv.2510.23634 · pith_short_12: MS3LZUHNECMA · pith_short_16: MS3LZUHNECMAXLSW · pith_short_8: MS3LZUHN

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/MS3LZUHNECMAXLSWGHW6U57GBM \
  | 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: 64b6bcd0ed20980bae5631edea77e60b1616f28cc6f0133b1fa7a8f8d1a5b439

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fae75895afccb874001b1164ff0344acb8bce17b8e25b9d1cc5facd1d840032",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-24T09:59:07Z",
    "title_canon_sha256": "8d981755fb415b7fc2d9d5b15925a168ed3097a578acd6134af756f38d27b1c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.23634",
    "kind": "arxiv",
    "version": 3
  }
}