Pith Number

pith:QS5YCRYY

pith:2025:QS5YCRYYLIENK5ELEDAJHVWZLS

not attested not anchored not stored refs pending

Interference Identification in Multi-User Optical Spectrum as a Service using Convolutional Neural Networks

Agastya Raj, Dan Kilper, Frank Slyne, Marco Ruffini, Tingjun Chen, Zehao Wang

arxiv:2503.17079 v1 · 2025-03-21 · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QS5YCRYYLIENK5ELEDAJHVWZLS}

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	2026-07-05T10:36:57.087592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84bb8147185a08d5748b20c093d6d95c9976c6121c7c494f7bf31eb32ce189e6

Aliases

arxiv: 2503.17079 · arxiv_version: 2503.17079v1 · doi: 10.48550/arxiv.2503.17079 · pith_short_12: QS5YCRYYLIEN · pith_short_16: QS5YCRYYLIENK5EL · pith_short_8: QS5YCRYY

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/QS5YCRYYLIENK5ELEDAJHVWZLS \
  | 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: 84bb8147185a08d5748b20c093d6d95c9976c6121c7c494f7bf31eb32ce189e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cbbd0ea04de5d213a8767dc5606e6a32848aff4b4099229d1dbb61fcd666b2a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-03-21T12:08:34Z",
    "title_canon_sha256": "205eb16ca574d8f08d8e32754f848b0c78c87c4a9be9731f93da892fa97a4954"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.17079",
    "kind": "arxiv",
    "version": 1
  }
}