Pith Number

pith:GYOQFF7U

pith:2023:GYOQFF7USO4R72WAKEPR6S3TRC

not attested not anchored not stored refs pending

ClarifyGPT: Empowering LLM-based Code Generation with Intention Clarification

Binquan Zhang, Chenxue Wang, Fangwen Mu, Lin Shi, Qing Wang, Shichao Liu, Song Wang, Zhuohao Yu

arxiv:2310.10996 v1 · 2023-10-17 · 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{GYOQFF7USO4R72WAKEPR6S3TRC}

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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.

Cited by

3 papers in Pith

Generating Project-Specific Test Cases with Requirement Validation Intention

Generative Interfaces for Language Models

Bridging the Gap between User Intent and LLM: A Requirement Alignment Approach for Code Generation

Receipt and verification

First computed	2026-07-05T07:01:48.969203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

361d0297f493b91feac0511f1f4b7388bf0edca2d74590f1d4ff2dacf543f6bf

Aliases

arxiv: 2310.10996 · arxiv_version: 2310.10996v1 · doi: 10.48550/arxiv.2310.10996 · pith_short_12: GYOQFF7USO4R · pith_short_16: GYOQFF7USO4R72WA · pith_short_8: GYOQFF7U

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/GYOQFF7USO4R72WAKEPR6S3TRC \
  | 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: 361d0297f493b91feac0511f1f4b7388bf0edca2d74590f1d4ff2dacf543f6bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4b3c6f7cbfe52f80288c9817b2c727f005f5b18662ee663b21f237de850599e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-17T04:57:53Z",
    "title_canon_sha256": "edf25cb12bdf772a7e189a63444df1a9497d0c29de6cec72d6fec37e7af44080"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10996",
    "kind": "arxiv",
    "version": 1
  }
}