Pith Number

pith:EMSFBWGN

pith:2024:EMSFBWGNCUMXXSCFXXYSM7MFN5

not attested not anchored not stored refs pending

Evaluating the Effectiveness of Index-Based Treatment Allocation

Aparna Taneja, Lucas Janson, Milind Tambe, Niclas Boehmer, Sanket Shah, Yash Nair

arxiv:2402.11771 v1 · 2024-02-19 · cs.LG · cs.AI · stat.ME · 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{EMSFBWGNCUMXXSCFXXYSM7MFN5}

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.

Cited by

1 paper in Pith

Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours

Receipt and verification

First computed	2026-07-05T07:46:44.252505Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

232450d8cd15197bc845bdf1267d856f66de2e8514b985e5827ffb16ed5a594e

Aliases

arxiv: 2402.11771 · arxiv_version: 2402.11771v1 · doi: 10.48550/arxiv.2402.11771 · pith_short_12: EMSFBWGNCUMX · pith_short_16: EMSFBWGNCUMXXSCF · pith_short_8: EMSFBWGN

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/EMSFBWGNCUMXXSCFXXYSM7MFN5 \
  | 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: 232450d8cd15197bc845bdf1267d856f66de2e8514b985e5827ffb16ed5a594e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b3efa15a62d7a8397a19fc8163fb461ca8f1d85f4ce63bf67b54c66a56a6812",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-19T01:55:55Z",
    "title_canon_sha256": "b2fe40f29078e23b83477925e3c07e639d1086c6426d53a53089d05c4171daaf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.11771",
    "kind": "arxiv",
    "version": 1
  }
}