Pith Number

pith:WQ2U2Y2W

pith:2024:WQ2U2Y2WLHZDCJCTJBXWSHXWMT

not attested not anchored not stored refs pending

The Challenges of Evaluating LLM Applications: An Analysis of Automated, Human, and LLM-Based Approaches

Bhashithe Abeysinghe, Ruhan Circi

arxiv:2406.03339 v2 · 2024-06-05 · cs.CL · 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{WQ2U2Y2WLHZDCJCTJBXWSHXWMT}

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

2 papers in Pith

From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap

CASE: An Agentic AI Framework for Enhancing Scam Intelligence in Digital Payments

Receipt and verification

First computed	2026-07-05T08:31:16.111198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4354d635659f2312453486f691ef664f3e996f935b2b2b1cde3be8cfb783e50

Aliases

arxiv: 2406.03339 · arxiv_version: 2406.03339v2 · doi: 10.48550/arxiv.2406.03339 · pith_short_12: WQ2U2Y2WLHZD · pith_short_16: WQ2U2Y2WLHZDCJCT · pith_short_8: WQ2U2Y2W

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/WQ2U2Y2WLHZDCJCTJBXWSHXWMT \
  | 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: b4354d635659f2312453486f691ef664f3e996f935b2b2b1cde3be8cfb783e50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2afb591280a8f8c49104d2e7fbf96d2e37aa3113c143653ba2a349181cb8e40",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-05T14:55:10Z",
    "title_canon_sha256": "50b0f7735f528e66c2d7fcd927ef50bbcd39edcab442994312ab1a41f1fb2480"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03339",
    "kind": "arxiv",
    "version": 2
  }
}