Pith Number

pith:VWRSR2TK

pith:2026:VWRSR2TKNGB5AFZJ7NSB2NTGPQ

not attested not anchored not stored refs pending

Modality vs. Morphology: A Framework for Time Series Classification for Biological Signals

Brandon Schreiber, David Cornett, Edward Kane, Emma J. Reid, Gavin Jager, Joe Hoskins, Jordan Tschida, Leanne Thompson, Mark Story, Matthew Yohe, Scott Dolvin, Stan Seiferth, Tony G. Allen

arxiv:2605.18483 v1 · 2026-05-18 · 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{VWRSR2TKNGB5AFZJ7NSB2NTGPQ}

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	2026-05-20T00:06:03.662629Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ada328ea6a6983d01729fb641d36667c309683eb164d3648ca7f24b5b7eae2eb

Aliases

arxiv: 2605.18483 · arxiv_version: 2605.18483v1 · doi: 10.48550/arxiv.2605.18483 · pith_short_12: VWRSR2TKNGB5 · pith_short_16: VWRSR2TKNGB5AFZJ · pith_short_8: VWRSR2TK

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/VWRSR2TKNGB5AFZJ7NSB2NTGPQ \
  | 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: ada328ea6a6983d01729fb641d36667c309683eb164d3648ca7f24b5b7eae2eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf0c33ee9743d9a4783aa3f3b6eb3b5f759308ddad7cfcfbf0309bd1edbf9bb8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-18T14:36:05Z",
    "title_canon_sha256": "fe68603c79a7164893bfcf321e527a382183687b05f5a9e8ba55bcd72e7f578d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18483",
    "kind": "arxiv",
    "version": 1
  }
}