Pith Number

pith:XP5GU4YC

pith:2024:XP5GU4YCNUBXP6XB72FLD5HLSM

not attested not anchored not stored refs pending

Grade Score: Quantifying LLM Performance in Option Selection

Dmitri Iourovitski

arxiv:2406.12043 v2 · 2024-06-17 · 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{XP5GU4YCNUBXP6XB72FLD5HLSM}

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

Evaluating and Enhancing LLMs for Multi-turn Text-to-SQL with Multiple Question Types

Receipt and verification

First computed	2026-07-05T08:35:04.120710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbfa6a73026d0377fae1fe8ab1f4eb930643649a4c256745e06f8a3e0c5b82ef

Aliases

arxiv: 2406.12043 · arxiv_version: 2406.12043v2 · doi: 10.48550/arxiv.2406.12043 · pith_short_12: XP5GU4YCNUBX · pith_short_16: XP5GU4YCNUBXP6XB · pith_short_8: XP5GU4YC

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/XP5GU4YCNUBXP6XB72FLD5HLSM \
  | 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: bbfa6a73026d0377fae1fe8ab1f4eb930643649a4c256745e06f8a3e0c5b82ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c41203540c4936edcf543f51d7ab37f09c7d75facc8c75a4559da28f77120d1c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-17T19:29:39Z",
    "title_canon_sha256": "78642d02f6a74a3dfaf5bc804d8c5cdee12c67b71ad3abf444821d9203a6acbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12043",
    "kind": "arxiv",
    "version": 2
  }
}