Pith Number

pith:XPTFCMBR

pith:2023:XPTFCMBRJ2ZWR6B5ROYIN7DLZ7

not attested not anchored not stored refs pending

Is ChatGPT the Ultimate Programming Assistant -- How far is it?

Haoye Tian, Jacques Klein, Shing-Chi Cheung, Tegawend\'e F. Bissyand\'e, Tsz On Li, Weiqi Lu, Xunzhu Tang

arxiv:2304.11938 v2 · 2023-04-24 · 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{XPTFCMBRJ2ZWR6B5ROYIN7DLZ7}

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

9 papers in Pith

AI-Assisted Help-Seeking Trajectories in Programming Education from an SRL-Informed Perspective

LLM-Driven Heuristic Frame-Level Quantization Parameter Adaptation for VVenC

Beyond Pass Rate: A Multilingual, Execution-Grounded Evaluation of Open Code LLMs

Exploring Code Analysis: Zero-Shot Insights on Syntax and Semantics with LLMs

Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks

Receipt and verification

First computed	2026-07-05T06:46:32.349983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbe65130314eb368f83d8bb086fc6bcfee3fcdbe38d81f80149ae4ae5c8a1884

Aliases

arxiv: 2304.11938 · arxiv_version: 2304.11938v2 · doi: 10.48550/arxiv.2304.11938 · pith_short_12: XPTFCMBRJ2ZW · pith_short_16: XPTFCMBRJ2ZWR6B5 · pith_short_8: XPTFCMBR

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/XPTFCMBRJ2ZWR6B5ROYIN7DLZ7 \
  | 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: bbe65130314eb368f83d8bb086fc6bcfee3fcdbe38d81f80149ae4ae5c8a1884

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c6f59e734164465475121f2f5f774815cee3876cc9a903e05884a2fb290b45e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-04-24T09:20:13Z",
    "title_canon_sha256": "ce767e3d5733a60342e84ffba92fb54fd98f74c6dbe87215bf26f4832283d599"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11938",
    "kind": "arxiv",
    "version": 2
  }
}