Pith Number

pith:ABXLL4LD

pith:2025:ABXLL4LD3QJAM6B3Z5BO7NAIF2

not attested not anchored not stored refs pending

TS-Insight: Visualizing Thompson Sampling for Verification and XAI

\'Eloi Durant, Jun Pang, Mohammad Ghoniem, Nicolas M\'edoc, Parsa Vares

arxiv:2507.19898 v2 · 2025-07-26 · cs.HC · cs.AI · 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{ABXLL4LD3QJAM6B3Z5BO7NAIF2}

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	2026-07-05T11:56:59.602987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

006eb5f163dc1206783bcf42efb4082e99669d7b2c2ad1b3dbb7f60836512172

Aliases

arxiv: 2507.19898 · arxiv_version: 2507.19898v2 · doi: 10.48550/arxiv.2507.19898 · pith_short_12: ABXLL4LD3QJA · pith_short_16: ABXLL4LD3QJAM6B3 · pith_short_8: ABXLL4LD

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/ABXLL4LD3QJAM6B3Z5BO7NAIF2 \
  | 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: 006eb5f163dc1206783bcf42efb4082e99669d7b2c2ad1b3dbb7f60836512172

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72738cf06c6c100308bdcb0ecaaed526dba4b995920f68a7465bd00fd73c8c7a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2025-07-26T09:58:26Z",
    "title_canon_sha256": "90c0b3f495815e3646ed5a3f23517e330cd469044fd8ec3d403d3b0deda289dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19898",
    "kind": "arxiv",
    "version": 2
  }
}