Pith Number

pith:PZLFX6K3

pith:2021:PZLFX6K3F6ZCYGDSAYJ3RQPY7W

not attested not anchored not stored refs pending

Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes

Aditya Mate, Anirudh Grama, Aparna Hegde, Balaraman Ravindran, Dhyanesh Narayanan, Divy Thakkar, Harshavardhan Kamarthi, Lovish Madaan, Milind Tambe, Neha Madhiwalla, Pradeep Varakantham, Ramesh Padmanabhan, Siddharth Nishtala, Suresh Chaudhary

arxiv:2103.09052 v4 · 2021-03-07 · 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{PZLFX6K3F6ZCYGDSAYJ3RQPY7W}

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	2026-07-05T03:23:08.085771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e565bf95b2fb22c18720613b8c1f8fd95f825d68f98d0b704d419066575fa10

Aliases

arxiv: 2103.09052 · arxiv_version: 2103.09052v4 · doi: 10.48550/arxiv.2103.09052 · pith_short_12: PZLFX6K3F6ZC · pith_short_16: PZLFX6K3F6ZCYGDS · pith_short_8: PZLFX6K3

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/PZLFX6K3F6ZCYGDSAYJ3RQPY7W \
  | 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: 7e565bf95b2fb22c18720613b8c1f8fd95f825d68f98d0b704d419066575fa10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d16a18c600ee398e339efbb06ee3e1e75390279fac4e80c88927f1ce37fa06d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-07T08:47:24Z",
    "title_canon_sha256": "be810b18177e9b6147eac47bac27d479b4976fbc7e8475fe47e1ee83b06f8536"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.09052",
    "kind": "arxiv",
    "version": 4
  }
}