Pith Number

pith:I3L5D6XI

pith:2024:I3L5D6XIG3KVFJWKZNL2DGFQQF

not attested not anchored not stored refs pending

Permutation Invariant Learning with High-Dimensional Particle Filters

Abhiram Iyer, Akhilan Boopathy, Aneesh Muppidi, Ila Fiete, Peggy Yang, William Yue

arxiv:2410.22695 v1 · 2024-10-30 · 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{I3L5D6XIG3KVFJWKZNL2DGFQQF}

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	2026-07-05T09:28:20.304313Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46d7d1fae836d552a6cacb57a198b081743fdf60d6bb810661c4ae5dcc2b7951

Aliases

arxiv: 2410.22695 · arxiv_version: 2410.22695v1 · doi: 10.48550/arxiv.2410.22695 · pith_short_12: I3L5D6XIG3KV · pith_short_16: I3L5D6XIG3KVFJWK · pith_short_8: I3L5D6XI

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/I3L5D6XIG3KVFJWKZNL2DGFQQF \
  | 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: 46d7d1fae836d552a6cacb57a198b081743fdf60d6bb810661c4ae5dcc2b7951

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5c61323e5854da4c75b931549a77d6738403eb19764be7013c891d643761ae0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T05:06:55Z",
    "title_canon_sha256": "9c61fceb367ed807ea84417484b03f8cc3a10cf449540381ee76049e3e94204e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22695",
    "kind": "arxiv",
    "version": 1
  }
}