Pith Number

pith:2FO3PZC3

pith:2025:2FO3PZC34G2VFCN2L3HFIG3LEK

not attested not anchored not stored refs pending

Experimental Analysis of Productive Interaction Strategy with ChatGPT: User Study on Function and Project-level Code Generation Tasks

Hyojin Choi, Hyunjun Kim, Jinhyuk Jang, M. Ali Babar, Sangwon Hyun

arxiv:2508.04125 v1 · 2025-08-06 · cs.SE · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FO3PZC34G2VFCN2L3HFIG3LEK}

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	2026-07-05T11:49:21.009230Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d15db7e45be1b55289ba5ece541b6b22b6484877745f738123e8475dc68c9a18

Aliases

arxiv: 2508.04125 · arxiv_version: 2508.04125v1 · doi: 10.48550/arxiv.2508.04125 · pith_short_12: 2FO3PZC34G2V · pith_short_16: 2FO3PZC34G2VFCN2 · pith_short_8: 2FO3PZC3

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/2FO3PZC34G2VFCN2L3HFIG3LEK \
  | 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: d15db7e45be1b55289ba5ece541b6b22b6484877745f738123e8475dc68c9a18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77c12ed745f850fc385b1b985bd382e679f980b5f605837c24622d342fe52eb1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-08-06T06:48:48Z",
    "title_canon_sha256": "0eff62301b23696162e9053314f3350b476ae6f2cbc8e0dcea1be1adb7ed793f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04125",
    "kind": "arxiv",
    "version": 1
  }
}