Pith Number

pith:WGMPIM5H

pith:2025:WGMPIM5HQCPBZAWGNQC3MBTPTM

not attested not anchored not stored refs pending

GetNetUPAM: Ecologically Informed Nested Cross-Validation and Noise-Robust Attention for Marine Bioacoustic Monitoring

KC Santosh, Longwei Wang, Nicholas R. Rasmussen, Rodrigue Rizk

arxiv:2509.04682 v2 · 2025-09-04 · cs.SD · cs.AI · cs.CV · cs.IR · cs.LG · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WGMPIM5HQCPBZAWGNQC3MBTPTM}

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

2 papers in Pith

Mechanistic Interpretability of LLM Jailbreaks via Internal Attribution Graphs

Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection

Receipt and verification

First computed	2026-06-12T00:07:48.288816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b198f433a7809e1c82c66c05b6066f9b3ff46973a4ae5e0e75515ccbd087d230

Aliases

arxiv: 2509.04682 · arxiv_version: 2509.04682v2 · doi: 10.48550/arxiv.2509.04682 · pith_short_12: WGMPIM5HQCPB · pith_short_16: WGMPIM5HQCPBZAWG · pith_short_8: WGMPIM5H

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/WGMPIM5HQCPBZAWGNQC3MBTPTM \
  | 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: b198f433a7809e1c82c66c05b6066f9b3ff46973a4ae5e0e75515ccbd087d230

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08008fa91a11e296ad5e82cb698a6b3cfd4a6239b70565831575979536d095f3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.IR",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-09-04T22:03:05Z",
    "title_canon_sha256": "b8fc7e01ee344bbca16c2fd8cdad5d5205674ef1d7e40df811dd8ca74132f38b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04682",
    "kind": "arxiv",
    "version": 2
  }
}