Pith Number

pith:DU5RBK23

pith:2025:DU5RBK23V6WTJDSJZYBIQQMBF6

not attested not anchored not stored refs pending

Developer-LLM Conversations: An Empirical Study of Interactions and Generated Code Quality

Bram Adams, Suzhen Zhong, Ying Zou

arxiv:2509.10402 v1 · 2025-09-12 · 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{DU5RBK23V6WTJDSJZYBIQQMBF6}

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

2 papers in Pith

CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues

Receipt and verification

First computed	2026-07-05T12:11:09.191191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d3b10ab5bafad348e49ce028841812f94556463846396b7227c68cc51c2b089

Aliases

arxiv: 2509.10402 · arxiv_version: 2509.10402v1 · doi: 10.48550/arxiv.2509.10402 · pith_short_12: DU5RBK23V6WT · pith_short_16: DU5RBK23V6WTJDSJ · pith_short_8: DU5RBK23

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/DU5RBK23V6WTJDSJZYBIQQMBF6 \
  | 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: 1d3b10ab5bafad348e49ce028841812f94556463846396b7227c68cc51c2b089

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7d1608420076a8bc4de63561a188bb7ea2fd2eca8c765730b47466ae3b22463",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-09-12T16:52:49Z",
    "title_canon_sha256": "c5b37f87b799e22b0c2d4083c4673bbb2126f71bfed6c6417b71b5d5296fb1b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10402",
    "kind": "arxiv",
    "version": 1
  }
}