Pith Number

pith:WEMMAUCS

pith:2019:WEMMAUCSN4SS6QWFATWYJH6VAJ

not attested not anchored not stored refs pending

End-to-end Learning for GMI Optimized Geometric Constellation Shape

Darko Zibar, Metodi P. Yankov, Rasmus T. Jones

arxiv:1907.08535 v1 · 2019-07-19 · cs.IT · eess.SP · math.IT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WEMMAUCSN4SS6QWFATWYJH6VAJ}

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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

1 paper in Pith

End-to-end Learning for GMI Optimized Geometric Constellation Shape

Receipt and verification

First computed	2026-05-17T23:40:09.520287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b118c050526f252f42c504ed849fd50248eb1d3f0a4eb299c8f06cdea8d90258

Aliases

arxiv: 1907.08535 · arxiv_version: 1907.08535v1 · doi: 10.48550/arxiv.1907.08535 · pith_short_12: WEMMAUCSN4SS · pith_short_16: WEMMAUCSN4SS6QWF · pith_short_8: WEMMAUCS

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/WEMMAUCSN4SS6QWFATWYJH6VAJ \
  | 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: b118c050526f252f42c504ed849fd50248eb1d3f0a4eb299c8f06cdea8d90258

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d00cc550ada08e3b8b95f618846a08df125fc5e56431a54f4ad5603f5c5b5e29",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2019-07-19T14:48:06Z",
    "title_canon_sha256": "13d0e5694f0efac7917bfde658e6f3664d18c0c76f8fdebad0f4f1ee1f301b94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.08535",
    "kind": "arxiv",
    "version": 1
  }
}