Pith Number

pith:UCOWPY3V

pith:2026:UCOWPY3VFR4CJYB7GFEUNBBMEJ

not attested not anchored not stored refs pending

Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models

Ramprasath Ganesaraja, Sahil Dilip Panse, Swathika N

arxiv:2606.18324 v1 · 2026-06-16 · 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{UCOWPY3VFR4CJYB7GFEUNBBMEJ}

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	2026-06-19T16:10:57.945993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a09d67e3752c7824e03f314946842c2264e3fabb8fb822a9da427a72c087f73d

Aliases

arxiv: 2606.18324 · arxiv_version: 2606.18324v1 · doi: 10.48550/arxiv.2606.18324 · pith_short_12: UCOWPY3VFR4C · pith_short_16: UCOWPY3VFR4CJYB7 · pith_short_8: UCOWPY3V

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/UCOWPY3VFR4CJYB7GFEUNBBMEJ \
  | 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: a09d67e3752c7824e03f314946842c2264e3fabb8fb822a9da427a72c087f73d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e170d36cf3fc8a147c0e6e2770b7569f5db2b12a7b3007e9f470797e6cf168b0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-16T16:05:28Z",
    "title_canon_sha256": "7e86847f79e0a2d301e1602ea1bfef8824b89d37561cf749b1e1d2ef40656a4f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18324",
    "kind": "arxiv",
    "version": 1
  }
}