Pith Number

pith:BOLOJFYP

pith:2026:BOLOJFYPSIA6RE5DP6AEFGTKEE

not attested not anchored not stored refs pending

Stochastic Linear Bandits with Partially Observed Actions

Gautam Dasarathy, Lalit Jain, Vineet Gattani

arxiv:2607.08971 v1 · 2026-07-09 · cs.LG · math.ST · stat.ML · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BOLOJFYPSIA6RE5DP6AEFGTKEE}

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	2026-07-13T00:17:31.020092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b96e4970f9201e893a37f80429a6a21399dad3099c8539df689fe5489a79e88

Aliases

arxiv: 2607.08971 · arxiv_version: 2607.08971v1 · doi: 10.48550/arxiv.2607.08971 · pith_short_12: BOLOJFYPSIA6 · pith_short_16: BOLOJFYPSIA6RE5D · pith_short_8: BOLOJFYP

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/BOLOJFYPSIA6RE5DP6AEFGTKEE \
  | 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: 0b96e4970f9201e893a37f80429a6a21399dad3099c8539df689fe5489a79e88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03ad3759db78e3933a7d33346279d2cd8595c8a5f8bec730b70710dcdeb36df9",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-09T22:23:17Z",
    "title_canon_sha256": "3a54204ee20af9c30dc68ae5772f7ef83a19a1023db2f6748e8ec6c455b4194d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.08971",
    "kind": "arxiv",
    "version": 1
  }
}