Pith Number

pith:FENL6LG5

pith:2024:FENL6LG5XUBCAXSYLJHDQEJNDC

not attested not anchored not stored refs pending

Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health Program

Aparna Taneja, Arpan Dasgupta, Arun Suggala, Gagan Jain, Karthikeyan Shanmugam, Milind Tambe

arxiv:2410.21405 v2 · 2024-10-28 · 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{FENL6LG5XUBCAXSYLJHDQEJNDC}

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	2026-07-05T09:28:35.521656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

291abf2cddbd02205e585a4e38112d18bd42dc9de3cb2a6cd9ce55d27ab135fa

Aliases

arxiv: 2410.21405 · arxiv_version: 2410.21405v2 · doi: 10.48550/arxiv.2410.21405 · pith_short_12: FENL6LG5XUBC · pith_short_16: FENL6LG5XUBCAXSY · pith_short_8: FENL6LG5

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/FENL6LG5XUBCAXSYLJHDQEJNDC \
  | 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: 291abf2cddbd02205e585a4e38112d18bd42dc9de3cb2a6cd9ce55d27ab135fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "595c02a93660728a230cfba2877f52c625b8a1c288afd1f48261408830fc3e26",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-28T18:08:18Z",
    "title_canon_sha256": "86d1d05c1ac78832030a2de198871b7fb0557c439fe6211194a8d387e715199b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21405",
    "kind": "arxiv",
    "version": 2
  }
}