Pith Number

pith:MUGZWCZ6

pith:2022:MUGZWCZ6XA3ZZVFKNZYCODSM3L

not attested not anchored not stored refs pending

On the Finite-Time Performance of the Knowledge Gradient Algorithm

Siyang Gao, Yanwen Li

arxiv:2206.06847 v3 · 2022-06-14 · 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{MUGZWCZ6XA3ZZVFKNZYCODSM3L}

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	2026-07-05T05:18:04.436650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

650d9b0b3eb8379cd4aa6e70270e4cdacb5071e22edca4a36d1c88cda971a1fe

Aliases

arxiv: 2206.06847 · arxiv_version: 2206.06847v3 · doi: 10.48550/arxiv.2206.06847 · pith_short_12: MUGZWCZ6XA3Z · pith_short_16: MUGZWCZ6XA3ZZVFK · pith_short_8: MUGZWCZ6

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/MUGZWCZ6XA3ZZVFKNZYCODSM3L \
  | 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: 650d9b0b3eb8379cd4aa6e70270e4cdacb5071e22edca4a36d1c88cda971a1fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c8c025e6a7d4152a381e8b1f8b79d0f1db583b33b0023f2fc706fc4962d1bf0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-06-14T13:42:05Z",
    "title_canon_sha256": "438c03020598364f07c9f0cf303d72e311c7b1d95108cac2d285d41056a05cc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06847",
    "kind": "arxiv",
    "version": 3
  }
}