Pith Number

pith:4DUNWW53

pith:2024:4DUNWW53GZFZILGGNYGG4HFUBQ

not attested not anchored not stored refs pending

Towards Leveraging Large Language Models for Automated Medical Q&A Evaluation

Bahador Saket, Feroz Ahmad, Gaurav Trivedi, Herprit Mahal, Jack Krolik

arxiv:2409.01941 v1 · 2024-09-03 · 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{4DUNWW53GZFZILGGNYGG4HFUBQ}

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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

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Semantic Needles in Document Haystacks: Sensitivity Testing of LLM-as-a-Judge Similarity Scoring

Receipt and verification

First computed	2026-07-05T09:02:36.302351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0e8db5bbb364b942cc66e0c6e1cb40c254b25f2f3299a9c2e4e65b2c73c7e8d

Aliases

arxiv: 2409.01941 · arxiv_version: 2409.01941v1 · doi: 10.48550/arxiv.2409.01941 · pith_short_12: 4DUNWW53GZFZ · pith_short_16: 4DUNWW53GZFZILGG · pith_short_8: 4DUNWW53

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/4DUNWW53GZFZILGGNYGG4HFUBQ \
  | 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: e0e8db5bbb364b942cc66e0c6e1cb40c254b25f2f3299a9c2e4e65b2c73c7e8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "456bfb2aa5926d1c502a3b47d6891103570f1b3d21cbcccbfbd0fd875a939237",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-03T14:38:29Z",
    "title_canon_sha256": "b5d2713816b20de0b2816860899bd56bf2d4d09baa298ed1f7b40484a6782ed5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01941",
    "kind": "arxiv",
    "version": 1
  }
}