Pith Number

pith:SPPRM4HC

pith:2024:SPPRM4HCYCI4KSERJVVSM6ENF2

not attested not anchored not stored refs pending

On the Impacts of Contexts on Repository-Level Code Generation

Dung Manh Nguyen, Nam Le Hai, Nghi D. Q. Bui

arxiv:2406.11927 v4 · 2024-06-17 · 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{SPPRM4HCYCI4KSERJVVSM6ENF2}

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

5 papers in Pith

ProjAgent: Procedural Similarity Retrieval for Repository-Level Code Generation

Language models fail at extended rule following

BootstrapAgent: Distilling Repository Setup into Reusable Agent Knowledge

Toward Executable Repository-Level Code Generation via Environment Alignment

Language models fail at extended rule following

Receipt and verification

First computed	2026-07-05T10:11:20.973840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93df1670e2c091c548914d6b26788d2e9f95dabcc1d5097246ec4d9a20c64ca2

Aliases

arxiv: 2406.11927 · arxiv_version: 2406.11927v4 · doi: 10.48550/arxiv.2406.11927 · pith_short_12: SPPRM4HCYCI4 · pith_short_16: SPPRM4HCYCI4KSER · pith_short_8: SPPRM4HC

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/SPPRM4HCYCI4KSERJVVSM6ENF2 \
  | 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: 93df1670e2c091c548914d6b26788d2e9f95dabcc1d5097246ec4d9a20c64ca2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f186a84b4150f81ead6d64ff110c7ea5ed0f6f00902fcd396817419d4319375e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-06-17T10:45:22Z",
    "title_canon_sha256": "06ed899440b5dc54c915ff213c797575306d0fe99ce21f66f5b24e15f21d68ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11927",
    "kind": "arxiv",
    "version": 4
  }
}