Pith. sign in
Pith Number

pith:UGLPYRMY

pith:2025:UGLPYRMYKR4MKPQPLZVVV23SX3
not attested not anchored not stored refs pending

A Roadmap for Tamed Interactions with Large Language Models

Andreas Metzger, Anne Koziolek, Jan Keim, Raffaela Mirandola, Tobias Hey, Vincenzo Scotti

arxiv:2510.24819 v2 · 2025-10-28 · cs.SE · cs.PL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UGLPYRMYKR4MKPQPLZVVV23SX3}

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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.
Receipt and verification
First computed 2026-07-20T02:19:16.041313Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a196fc45985478c53e0f5e6b5aeb72bee4b772304c11867b2deb19917474c976

Aliases

arxiv: 2510.24819 · arxiv_version: 2510.24819v2 · doi: 10.48550/arxiv.2510.24819 · pith_short_12: UGLPYRMYKR4M · pith_short_16: UGLPYRMYKR4MKPQP · pith_short_8: UGLPYRMY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UGLPYRMYKR4MKPQPLZVVV23SX3 \
  | 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: a196fc45985478c53e0f5e6b5aeb72bee4b772304c11867b2deb19917474c976
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f8a7919cc914844faf169727f525b2552854c9104bea8fe6e70e8d01a41180b3",
    "cross_cats_sorted": [
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-10-28T13:46:07Z",
    "title_canon_sha256": "411001d30455a0d53c05ac77d616a2fcb7d9898ecaf3ad81b6a8c0c5b608934f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.24819",
    "kind": "arxiv",
    "version": 2
  }
}