pith. sign in
Pith Number

pith:MQPDIBZ2

pith:2025:MQPDIBZ2GJL3RGC7ZC7KL2JLPR
not attested not anchored not stored refs pending

Test It Before You Trust It: Applying Software Testing for Trustworthy In-context Learning

Chaiyong Ragkhitwetsagul, Chommakorn Sontesadisai, Teeradaj Racharak, Thanwadee Sunetnanta

arxiv:2504.18827 v3 · 2025-04-26 · cs.SE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MQPDIBZ2GJL3RGC7ZC7KL2JLPR}

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.
Receipt and verification
First computed 2026-07-05T12:06:09.922372Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

641e34073a3257b8985fc8bea5e92b7c51a1d8f10c5dacef24fd96cae98515c7

Aliases

arxiv: 2504.18827 · arxiv_version: 2504.18827v3 · doi: 10.48550/arxiv.2504.18827 · pith_short_12: MQPDIBZ2GJL3 · pith_short_16: MQPDIBZ2GJL3RGC7 · pith_short_8: MQPDIBZ2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MQPDIBZ2GJL3RGC7ZC7KL2JLPR \
  | 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: 641e34073a3257b8985fc8bea5e92b7c51a1d8f10c5dacef24fd96cae98515c7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f7050442a7f95144751640bcfe4034c22d4a9fb33a74b404cdeaa8e9428092eb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-04-26T07:29:12Z",
    "title_canon_sha256": "de9eeff82d02743a814a97fc114bbf009af9ef4d09143cb5b22712db108b007f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.18827",
    "kind": "arxiv",
    "version": 3
  }
}