Pith Number

pith:IOL6UBDF

pith:2024:IOL6UBDF5FPLTV3ZLWDM7QHG4R

not attested not anchored not stored refs pending

Autonomous Prompt Engineering in Large Language Models

Daan Kepel, Konstantina Valogianni

arxiv:2407.11000 v1 · 2024-06-25 · cs.CL · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IOL6UBDF5FPLTV3ZLWDM7QHG4R}

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

BT-APE: A Computationally Light Backtracking Approach to Automatic Prompt Engineering for Requirements Classification

Receipt and verification

First computed	2026-07-05T08:44:16.816450Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4397ea0465e95eb9d7795d86cfc0e6e46bc9e1b84f84ba0a92976973c1fbd7eb

Aliases

arxiv: 2407.11000 · arxiv_version: 2407.11000v1 · doi: 10.48550/arxiv.2407.11000 · pith_short_12: IOL6UBDF5FPL · pith_short_16: IOL6UBDF5FPLTV3Z · pith_short_8: IOL6UBDF

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/IOL6UBDF5FPLTV3ZLWDM7QHG4R \
  | 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: 4397ea0465e95eb9d7795d86cfc0e6e46bc9e1b84f84ba0a92976973c1fbd7eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5acb21bc68d3547edbb5a0c8d6588cf1122b61b98d8f437bca8e3b369f0d5e9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-25T10:14:44Z",
    "title_canon_sha256": "6de776fbe3d4d06bc59ff18d243665cae2c9e339131c93c794e34ccb30cad220"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11000",
    "kind": "arxiv",
    "version": 1
  }
}