Pith Number

pith:POVZC5WV

pith:2025:POVZC5WVNDPP2V2ISDS35ZDMLQ

not attested not anchored not stored refs pending

Guided Code Generation with LLMs: A Multi-Agent Framework for Complex Code Tasks

Amr Almorsi, Mohanned Ahmed, Walid Gomaa

arxiv:2501.06625 v1 · 2025-01-11 · 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{POVZC5WVNDPP2V2ISDS35ZDMLQ}

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

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI

Receipt and verification

First computed	2026-07-05T10:00:07.389586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bab9176d568defd574890e5bee46c5c234ed9c3946f10fd475a5108df56274e

Aliases

arxiv: 2501.06625 · arxiv_version: 2501.06625v1 · doi: 10.48550/arxiv.2501.06625 · pith_short_12: POVZC5WVNDPP · pith_short_16: POVZC5WVNDPP2V2I · pith_short_8: POVZC5WV

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/POVZC5WVNDPP2V2ISDS35ZDMLQ \
  | 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: 7bab9176d568defd574890e5bee46c5c234ed9c3946f10fd475a5108df56274e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2436eb96997d378a4e1bd3a2e5e37de5aeee597b20d05fd1b45995b696fb25d4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-11T19:21:53Z",
    "title_canon_sha256": "b76ce45c3e241891f90a51affa9735ceb07359d989b0215bbc14b318b32ab2ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06625",
    "kind": "arxiv",
    "version": 1
  }
}