Pith Number

pith:HGKBJHXA

pith:2021:HGKBJHXAYMZD7ZD6MCEPYQGTTY

not attested not anchored not stored refs pending

Fine-grained Generalization Analysis of Structured Output Prediction

Antoine Ledent, Marius Kloft, Waleed Mustafa, Yunwen Lei

arxiv:2106.00115 v1 · 2021-05-31 · cs.LG · 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{HGKBJHXAYMZD7ZD6MCEPYQGTTY}

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	2026-07-05T02:45:38.895297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3994149ee0c3323fe47e6088fc40d39e24ff33892d1014c8267260c7d84e3ca0

Aliases

arxiv: 2106.00115 · arxiv_version: 2106.00115v1 · doi: 10.48550/arxiv.2106.00115 · pith_short_12: HGKBJHXAYMZD · pith_short_16: HGKBJHXAYMZD7ZD6 · pith_short_8: HGKBJHXA

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/HGKBJHXAYMZD7ZD6MCEPYQGTTY \
  | 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: 3994149ee0c3323fe47e6088fc40d39e24ff33892d1014c8267260c7d84e3ca0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "34933e543ab6f5a8038286890a5243e9e3cea7f4d3a7cd5563110a8b21530b7b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-31T21:44:14Z",
    "title_canon_sha256": "b46a524ce969a9000b8c8afc488c4f101f1cb20db37fd3086f2613e4b04112b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.00115",
    "kind": "arxiv",
    "version": 1
  }
}