Pith Number

pith:V3HQWLRS

pith:2025:V3HQWLRSXPAK4CGP62UEW67YHB

not attested not anchored not stored refs pending

The Search for Squawk: Agile Modeling in Bioacoustics

Amanda Navine, Bart van Merri\"enboer, Ben Williams, Brendan Doohan, Hugo Larochelle, Jenny Hamer, Lauren Harrell, Lin Schwarzkopf, Mars Coral Restoration Team, Otilia Stretcu, Patrick Hart, Paul Roe, Phil Eichinski, Rob Laber, Sheryn Brodie, Timothy A.C. Lamont, Tom Denton, Tries B. Razak, Vincent Dumoulin

arxiv:2505.03071 v4 · 2025-05-05 · 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{V3HQWLRSXPAK4CGP62UEW67YHB}

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

4 papers in Pith

Finding Needles in the Haystack: Transductive Active Labeling in Ecology

AVEX: What Matters for Animal Vocalization Encoding

Ecologically-Constrained Task Arithmetic for Multi-Taxa Bioacoustic Classifiers Without Shared Data

Receipt and verification

First computed	2026-07-05T11:19:26.794948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aecf0b2e32bbc0ae08cff6a84b7bf8386938419ff0cf4c3642463d9989391caa

Aliases

arxiv: 2505.03071 · arxiv_version: 2505.03071v4 · doi: 10.48550/arxiv.2505.03071 · pith_short_12: V3HQWLRSXPAK · pith_short_16: V3HQWLRSXPAK4CGP · pith_short_8: V3HQWLRS

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/V3HQWLRSXPAK4CGP62UEW67YHB \
  | 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: aecf0b2e32bbc0ae08cff6a84b7bf8386938419ff0cf4c3642463d9989391caa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bf8b91d32fc8be1263983c3e757ef962514b6e1348fee79f864915cadf88a79",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2025-05-05T23:34:15Z",
    "title_canon_sha256": "a9a6bd992a34e484fb18510a841ccf5e8f5803e87acfff7be4ce52da956cd915"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03071",
    "kind": "arxiv",
    "version": 4
  }
}