Pith Number

pith:JOPBWJA6

pith:2024:JOPBWJA6YDFOJ7HISWYEYNDBWY

not attested not anchored not stored refs pending

RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain

Edward R. Morrell, Gabriela van Bergen Gonzalez Bueno, Lea Goetz, Rafael Poyiadzi, William James Bolton

arxiv:2403.14578 v1 · 2024-03-21 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JOPBWJA6YDFOJ7HISWYEYNDBWY}

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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

2 papers in Pith

Evaluating LLM Robustness Under Domain-Specific Prompt Perturbations in Public Health Applications

When Large Language Models Fail in Healthcare: Evaluating Sensitivity to Prompt Variations

Receipt and verification

First computed	2026-07-05T07:59:11.058762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b9e1b241ec0cae4fce895b04c3461b608655a1ed94ca8fbfdecb46475c78726

Aliases

arxiv: 2403.14578 · arxiv_version: 2403.14578v1 · doi: 10.48550/arxiv.2403.14578 · pith_short_12: JOPBWJA6YDFO · pith_short_16: JOPBWJA6YDFOJ7HI · pith_short_8: JOPBWJA6

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/JOPBWJA6YDFOJ7HISWYEYNDBWY \
  | 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: 4b9e1b241ec0cae4fce895b04c3461b608655a1ed94ca8fbfdecb46475c78726

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9dae3ce2d598c90c3e1134ac86bd78febabb8a5e2db4276b4055096ce9a535d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-21T17:30:59Z",
    "title_canon_sha256": "d3538a98de1028a9c457040ddd283ce51e68db4d71ac22f13d9bc6e246893748"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14578",
    "kind": "arxiv",
    "version": 1
  }
}