Pith Number

pith:I2AWVRLA

pith:2026:I2AWVRLAKMX6VP6LSM6LCU4QGS

not attested not anchored not stored refs pending

Best-Arm Identification with Generative Proxy

Hanzhang Qin, Jierui Zuo, Ruihao Zhu, Tianyi Ma

arxiv:2607.06879 v1 · 2026-07-08 · 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{I2AWVRLAKMX6VP6LSM6LCU4QGS}

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	2026-07-09T00:19:38.433739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46816ac560532feabfcb933cb153903495104048388237253cf1767a51face65

Aliases

arxiv: 2607.06879 · arxiv_version: 2607.06879v1 · doi: 10.48550/arxiv.2607.06879 · pith_short_12: I2AWVRLAKMX6 · pith_short_16: I2AWVRLAKMX6VP6L · pith_short_8: I2AWVRLA

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/I2AWVRLAKMX6VP6LSM6LCU4QGS \
  | 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: 46816ac560532feabfcb933cb153903495104048388237253cf1767a51face65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c5677bd26f3553423dee2460700bf5933e3c9c104f8cc25c0a6f5fe9e5808c5",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-08T00:41:43Z",
    "title_canon_sha256": "e3f2b95f8a9d7a81347f4163ed39bdc6f3da5886c9d011a8b03ffb3215124e39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06879",
    "kind": "arxiv",
    "version": 1
  }
}