Pith Number

pith:QZGZTQRZ

pith:2024:QZGZTQRZUJLAOXV3ENJGEQLPCY

not attested not anchored not stored refs pending

Conversational Code Generation: a Case Study of Designing a Dialogue System for Generating Driving Scenarios for Testing Autonomous Vehicles

Alex Lascarides, Antonio Valerio Miceli-Barone, Rimvydas Rubavicius, Subramanian Ramamoorthy

arxiv:2410.09829 v3 · 2024-10-13 · cs.CL · cs.IR · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QZGZTQRZUJLAOXV3ENJGEQLPCY}

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	2026-07-05T12:06:02.444265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

864d99c239a256075ebb235262416f16119d93382515c4ce8ae7ae7dfedd8dde

Aliases

arxiv: 2410.09829 · arxiv_version: 2410.09829v3 · doi: 10.48550/arxiv.2410.09829 · pith_short_12: QZGZTQRZUJLA · pith_short_16: QZGZTQRZUJLAOXV3 · pith_short_8: QZGZTQRZ

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/QZGZTQRZUJLAOXV3ENJGEQLPCY \
  | 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: 864d99c239a256075ebb235262416f16119d93382515c4ce8ae7ae7dfedd8dde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27dff46522472ea078ea614e66412af05e9ac19f18484408f07ebfc1cf969909",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-13T13:07:31Z",
    "title_canon_sha256": "37ba1d1bd0565e1ca9d0876d5c4038a308d92dbfe382bf580224de029de04ac6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09829",
    "kind": "arxiv",
    "version": 3
  }
}