Pith Number

pith:ISI5RKBW

pith:2025:ISI5RKBWFX6DPOR3MHO22JRVXG

not attested not anchored not stored refs pending

Large Language Models for Code Generation: The Practitioners Perspective

Aakash Ahmad, Jussi Rasku, Kai Kristian Kemell, Kari Syst\"a, Malik Abdul Sami, Muhammad Waseem, Pekka Abrahamsson, Zeeshan Rasheed

arxiv:2501.16998 v1 · 2025-01-28 · 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{ISI5RKBWFX6DPOR3MHO22JRVXG}

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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

1 paper in Pith

TusoAI: Agentic Optimization for Scientific Methods

Receipt and verification

First computed	2026-07-05T10:06:21.481488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4491d8a8362dfc37ba3b61ddad2635b999c9f05c4966e76324fe575e32f9c52c

Aliases

arxiv: 2501.16998 · arxiv_version: 2501.16998v1 · doi: 10.48550/arxiv.2501.16998 · pith_short_12: ISI5RKBWFX6D · pith_short_16: ISI5RKBWFX6DPOR3 · pith_short_8: ISI5RKBW

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/ISI5RKBWFX6DPOR3MHO22JRVXG \
  | 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: 4491d8a8362dfc37ba3b61ddad2635b999c9f05c4966e76324fe575e32f9c52c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5878b3fa6138f89bcb222d331146de05afb0a9b853805f8ad9a530f19982959e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-28T14:52:16Z",
    "title_canon_sha256": "528ac130a1facc9a9e876c224c7bbbb5187ae922f9e58fffc32330e7df3e569a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16998",
    "kind": "arxiv",
    "version": 1
  }
}