Pith Number

pith:OSYBTQOA

pith:2024:OSYBTQOAZUK6KLVHIV2OGALHM3

not attested not anchored not stored refs pending

What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering

Davide Sanvito, Federico Errica, Giuseppe Siracusano, Roberto Bifulco

arxiv:2406.12334 v4 · 2024-06-18 · cs.LG · cs.SE

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSYBTQOAZUK6KLVHIV2OGALHM3}

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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

4 papers in Pith

Position: AI Evaluations Should be Grounded on a Theory of Capability

PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data

Information-Consistent Language Model Recommendations through Group Relative Policy Optimization

Receipt and verification

First computed	2026-07-05T11:57:52.913655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74b019c1c0cd15e52ea74574e3016766da0b4ece67bca066e707884f2268bbc4

Aliases

arxiv: 2406.12334 · arxiv_version: 2406.12334v4 · doi: 10.48550/arxiv.2406.12334 · pith_short_12: OSYBTQOAZUK6 · pith_short_16: OSYBTQOAZUK6KLVH · pith_short_8: OSYBTQOA

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/OSYBTQOAZUK6KLVHIV2OGALHM3 \
  | 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: 74b019c1c0cd15e52ea74574e3016766da0b4ece67bca066e707884f2268bbc4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3d7b7bed1e4d9bc6d344c14b8ba311e6f88a4438d508166ee98bb0f4fbec004",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-18T06:59:24Z",
    "title_canon_sha256": "859e429c5c32a70721a768b3b2ffbdf45b2dc1e4b23002fa0317901fd1df7315"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12334",
    "kind": "arxiv",
    "version": 4
  }
}