Pith Number

pith:SHPS6SG5

pith:2023:SHPS6SG5XP4ZMOCWKWULLFEJAT

not attested not anchored not stored refs pending

Contextualized Machine Learning

Andrea Rubbi, Benjamin Lengerich, Caleb N. Ellington, Eric P. Xing, Manolis Kellis

arxiv:2310.11340 v1 · 2023-10-17 · stat.ML · 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{SHPS6SG5XP4ZMOCWKWULLFEJAT}

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	2026-07-05T07:01:54.340144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91df2f48ddbbf996385655a8b5948904c99e3297b7b3494f1b6011418c17d40e

Aliases

arxiv: 2310.11340 · arxiv_version: 2310.11340v1 · doi: 10.48550/arxiv.2310.11340 · pith_short_12: SHPS6SG5XP4Z · pith_short_16: SHPS6SG5XP4ZMOCW · pith_short_8: SHPS6SG5

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/SHPS6SG5XP4ZMOCWKWULLFEJAT \
  | 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: 91df2f48ddbbf996385655a8b5948904c99e3297b7b3494f1b6011418c17d40e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10d77734f2bc6691bc1d2447a4bee2f6054e9318aeb617103ae7c843c4058b1b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-10-17T15:23:00Z",
    "title_canon_sha256": "3a104f1b9ce9707b3ef6f1e2d1cb5ec187c37f12195aae8c9758e70b88ccc988"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11340",
    "kind": "arxiv",
    "version": 1
  }
}