Pith Number

pith:PMWCOG52

pith:2024:PMWCOG52NM6G6IOXANN3R7IZMI

not attested not anchored not stored refs pending

Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository

Aditya Kanade, Ajinkya Deshpande, Anmol Agarwal, Arun Iyer, Ramakrishna Bairi, Shashank Shet, Suresh Parthasarathy

arxiv:2405.01573 v2 · 2024-04-22 · 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{PMWCOG52NM6G6IOXANN3R7IZMI}

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

2 papers in Pith

In Line with Context: Repository-Level Code Generation via Context Inlining

ClassEval-Pro: A Cross-Domain Benchmark for Class-Level Code Generation

Receipt and verification

First computed	2026-07-05T08:27:48.500621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b2c271bba6b3c6f21d7035bb8fd196209bb4424009ecbf4cded31798e28be46

Aliases

arxiv: 2405.01573 · arxiv_version: 2405.01573v2 · doi: 10.48550/arxiv.2405.01573 · pith_short_12: PMWCOG52NM6G · pith_short_16: PMWCOG52NM6G6IOX · pith_short_8: PMWCOG52

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/PMWCOG52NM6G6IOXANN3R7IZMI \
  | 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: 7b2c271bba6b3c6f21d7035bb8fd196209bb4424009ecbf4cded31798e28be46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d82b8a725605b361e8d7cee7bab84a960bf318703b29b8bc2dfc709fce90957",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-04-22T03:52:54Z",
    "title_canon_sha256": "ac2a9164abec54995a8247a8e40567c67b655e5a0f73fbec8612b1f9c6ec6fe4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01573",
    "kind": "arxiv",
    "version": 2
  }
}