Pith Number

pith:VUJZOB3J

pith:2025:VUJZOB3JP2FB7GKM4K2KAJFIU5

not attested not anchored not stored refs pending

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models

Adish Singla, Ahana Ghosh, Alkis Gotovos, Andrew Luxton-Reilly, James Prather, Juho Leinonen, Paul Denny, Victor-Alexandru P\u{a}durean

arxiv:2509.14088 v3 · 2025-09-17 · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VUJZOB3JP2FB7GKM4K2KAJFIU5}

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

1 paper in Pith

Say What? Examining Text and Voice Input Modalities for Prompt-Based Programming in Computing Education

Receipt and verification

First computed	2026-07-07T03:18:49.242596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad139707697e8a1f994ce2b4a024a8a76630af30c0aa3d3213431598865dc66a

Aliases

arxiv: 2509.14088 · arxiv_version: 2509.14088v3 · doi: 10.48550/arxiv.2509.14088 · pith_short_12: VUJZOB3JP2FB · pith_short_16: VUJZOB3JP2FB7GKM · pith_short_8: VUJZOB3J

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/VUJZOB3JP2FB7GKM4K2KAJFIU5 \
  | 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: ad139707697e8a1f994ce2b4a024a8a76630af30c0aa3d3213431598865dc66a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df5894cadb313e9ca4cb632a96ed337720f10785bdfbeb5a24d4eae108fd5581",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-09-17T15:32:19Z",
    "title_canon_sha256": "ec766fbaaa9b96b25424701379b8ea7a9e81596f1bfbe9e5fef2645d0d517293"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.14088",
    "kind": "arxiv",
    "version": 3
  }
}