Pith Number

pith:MIGDVJSS

pith:2024:MIGDVJSSEGD6Z53PPDQSUTTYWK

not attested not anchored not stored refs pending

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Amran Bhuiyan, Chee Wei Tan, Enamul Hoque, Haidar Khan, Israt Jahan, Jimmy Huang, Md Rizwan Parvez, Md Tahmid Rahman Laskar, Mizanur Rahman, Mohammad Abdullah Matin Khan, M Saiful Bari, Sawsan Alqahtani, Shafiq Joty

arxiv:2407.04069 v2 · 2024-07-04 · cs.CL · cs.AI · 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{MIGDVJSSEGD6Z53PPDQSUTTYWK}

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

3 papers in Pith

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems

Unsteady Metrics and Benchmarking Cultures of AI Model Builders

A Reproducibility Study of Metacognitive Retrieval-Augmented Generation

Receipt and verification

First computed	2026-07-05T09:15:12.798351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

620c3aa6522187ecf76f78e12a4e78b28237c28e39c88c97e70ba2b76b83507f

Aliases

arxiv: 2407.04069 · arxiv_version: 2407.04069v2 · doi: 10.48550/arxiv.2407.04069 · pith_short_12: MIGDVJSSEGD6 · pith_short_16: MIGDVJSSEGD6Z53P · pith_short_8: MIGDVJSS

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/MIGDVJSSEGD6Z53PPDQSUTTYWK \
  | 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: 620c3aa6522187ecf76f78e12a4e78b28237c28e39c88c97e70ba2b76b83507f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "050b638d51e75e19b97f5a40c4fc7db01c2f4d595f4dd2d1ec87fc8f5e3ed228",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-04T17:15:37Z",
    "title_canon_sha256": "6b229d27aae9990328f6d2e09d06fcc74d05e1e463670616ebb3c9fd94220013"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04069",
    "kind": "arxiv",
    "version": 2
  }
}