Pith Number

pith:JLAKFJ4R

pith:2025:JLAKFJ4RJBZ2IGQMQFMPXIZ6BI

not attested not anchored not stored refs pending

Structured Basis Function Networks: Loss-Centric Multi-Hypothesis Ensembles with Controllable Diversity

Alejandro Rodriguez Dominguez, Muhammad Shahzad, Xia Hong

arxiv:2509.02792 v1 · 2025-09-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JLAKFJ4RJBZ2IGQMQFMPXIZ6BI}

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	2026-07-05T12:03:57.818046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ac0a2a7914873a41a0c8158fba33e0a0a1e1505a7ae5d81c113bd6f6828b1ae

Aliases

arxiv: 2509.02792 · arxiv_version: 2509.02792v1 · doi: 10.48550/arxiv.2509.02792 · pith_short_12: JLAKFJ4RJBZ2 · pith_short_16: JLAKFJ4RJBZ2IGQM · pith_short_8: JLAKFJ4R

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/JLAKFJ4RJBZ2IGQMQFMPXIZ6BI \
  | 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: 4ac0a2a7914873a41a0c8158fba33e0a0a1e1505a7ae5d81c113bd6f6828b1ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "543fdd4a36435b62108cde3b00537846246689f78e45c751780856e5aa0914a6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-02T19:53:43Z",
    "title_canon_sha256": "177bace3419b1e599fe00a915b98ac92653ebfa535dd0392a09c78e75e5f31d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02792",
    "kind": "arxiv",
    "version": 1
  }
}