Pith Number

pith:C4APT4Y6

pith:2024:C4APT4Y64Y3BVCCN35GTD47DM3

not attested not anchored not stored refs pending

How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs?

Ehsan Doostmohammadi, Marco Kuhlmann, Oskar Holmstr\"om

arxiv:2402.10770 v4 · 2024-02-16 · 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{C4APT4Y64Y3BVCCN35GTD47DM3}

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

1 paper in Pith

Can Large Language Models Serve as Evaluators for Code Summarization?

Receipt and verification

First computed	2026-07-05T09:14:30.329980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1700f9f31ee6361a884ddf4d31f3e366ddf498f3d32a268ed656216d04cd28fc

Aliases

arxiv: 2402.10770 · arxiv_version: 2402.10770v4 · doi: 10.48550/arxiv.2402.10770 · pith_short_12: C4APT4Y64Y3B · pith_short_16: C4APT4Y64Y3BVCCN · pith_short_8: C4APT4Y6

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/C4APT4Y64Y3BVCCN35GTD47DM3 \
  | 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: 1700f9f31ee6361a884ddf4d31f3e366ddf498f3d32a268ed656216d04cd28fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "670b435fdf876ccb99c9cbdbd5993ad0c0d5375302e5dec8e64ba0160609d16f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-16T15:48:33Z",
    "title_canon_sha256": "d1f2c397423c880c8ab9e9b7b8f7769b8923042037578f6cc7abdf2e267857b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10770",
    "kind": "arxiv",
    "version": 4
  }
}