Pith Number

pith:QAJH2MII

pith:2026:QAJH2MII72FDAZMHP3X7EQUYF3

not attested not anchored not stored refs pending

MamaBench: Benchmarking LLM Robustness in Maternal and Child Health Diagnosis through Counterfactual Clinical Perturbation

Abiodun Adereni, Angel Ezendu, Anuoluwa Sotome, Ifeoma Nwabueze, Oluwadarasimi Oguntuase, Oluwafunke Akinbuwa, Oluwasegun Oguntuase, Oluwaseun Odunsi, Samuel Okoko, Thanni Adewuyi

arxiv:2607.14385 v1 · 2026-07-15 · cs.CL · 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{QAJH2MII72FDAZMHP3X7EQUYF3}

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	2026-07-17T00:21:10.031899Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80127d3108fe8a3065877eeff242982ed59fdbbf6572700f6554db64adcb0aeb

Aliases

arxiv: 2607.14385 · arxiv_version: 2607.14385v1 · doi: 10.48550/arxiv.2607.14385 · pith_short_12: QAJH2MII72FD · pith_short_16: QAJH2MII72FDAZMH · pith_short_8: QAJH2MII

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/QAJH2MII72FDAZMHP3X7EQUYF3 \
  | 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: 80127d3108fe8a3065877eeff242982ed59fdbbf6572700f6554db64adcb0aeb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c51441026965d32fd624f5028d2393bbaf0f1693ec02f0e5256c46d8ac55543a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-15T21:56:19Z",
    "title_canon_sha256": "792da533680eabc6ce9103b0dbc5f5f54a5b3a5af5bfc4bf6ee8d79acfb6002e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.14385",
    "kind": "arxiv",
    "version": 1
  }
}