Pith Number

pith:COY7WR5V

pith:2020:COY7WR5VTFRDMYKFYVBDXNDSO5

not attested not anchored not stored refs pending

Ranking Deep Learning Generalization using Label Variation in Latent Geometry Graphs

Carlos Lassance, Louis B\'ethune, Mounia Hamidouche, Myriam Bontonou, Vincent Gripon

arxiv:2011.12737 v1 · 2020-11-25 · 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{COY7WR5VTFRDMYKFYVBDXNDSO5}

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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

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Receipt and verification

First computed	2026-07-05T01:54:36.411813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13b1fb47b59962366145c5423bb47277787d8b7d27cadd0bb58b0d56f9b21dca

Aliases

arxiv: 2011.12737 · arxiv_version: 2011.12737v1 · doi: 10.48550/arxiv.2011.12737 · pith_short_12: COY7WR5VTFRD · pith_short_16: COY7WR5VTFRDMYKF · pith_short_8: COY7WR5V

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/COY7WR5VTFRDMYKFYVBDXNDSO5 \
  | 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: 13b1fb47b59962366145c5423bb47277787d8b7d27cadd0bb58b0d56f9b21dca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ba5252aeb23ae37fb02b252d926475908d808f3db79ef2971a867f6a470c1a7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-25T13:49:21Z",
    "title_canon_sha256": "a0c7f7007ff155e0b36faa927241ff8a7ab48b301e862d5638001c59aed623e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.12737",
    "kind": "arxiv",
    "version": 1
  }
}