Pith Number

pith:MGGRI3XX

pith:2024:MGGRI3XXY7MDOZIDHFGIMFCYEA

not attested not anchored not stored refs pending

Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems

Giung Nam, Juho Lee

arxiv:2411.14860 v1 · 2024-11-22 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MGGRI3XXY7MDOZIDHFGIMFCYEA}

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	2026-07-05T09:39:12.797448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

618d146ef7c7d8376503394c861458202120da84bf4305cf7e7625a451dd497c

Aliases

arxiv: 2411.14860 · arxiv_version: 2411.14860v1 · doi: 10.48550/arxiv.2411.14860 · pith_short_12: MGGRI3XXY7MD · pith_short_16: MGGRI3XXY7MDOZID · pith_short_8: MGGRI3XX

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/MGGRI3XXY7MDOZIDHFGIMFCYEA \
  | 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: 618d146ef7c7d8376503394c861458202120da84bf4305cf7e7625a451dd497c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73277dbb7958c10ea8a4de7c5a05a95d17a425ef6111eb56c351c7fcc2757b3b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-22T11:18:20Z",
    "title_canon_sha256": "4b19a1ce187d0d41bec550a59d0f4e8a119583c50f2eb537c41940922425ce29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14860",
    "kind": "arxiv",
    "version": 1
  }
}