Pith Number

pith:BWVT6MFB

pith:2024:BWVT6MFBGHAZWXHFO5MOQ2D6XP

not attested not anchored not stored refs pending

Language Models for Code Completion: A Practical Evaluation

Arie van Deursen, Jonathan Katzy, Maliheh Izadi, Marc Otten, Razvan Mihai Popescu, Tim van Dam

arxiv:2402.16197 v1 · 2024-02-25 · cs.SE · cs.LG · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BWVT6MFBGHAZWXHFO5MOQ2D6XP}

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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

SynConfRoute: Syntax-Aware Routing for Efficient Code Completion with Small CodeLLMs

Receipt and verification

First computed	2026-07-05T07:49:03.769803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dab3f30a131c19b5ce57758e8687ebbcc8ee94b707370ae1b50bf85e827feff

Aliases

arxiv: 2402.16197 · arxiv_version: 2402.16197v1 · doi: 10.48550/arxiv.2402.16197 · pith_short_12: BWVT6MFBGHAZ · pith_short_16: BWVT6MFBGHAZWXHF · pith_short_8: BWVT6MFB

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/BWVT6MFBGHAZWXHFO5MOQ2D6XP \
  | 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: 0dab3f30a131c19b5ce57758e8687ebbcc8ee94b707370ae1b50bf85e827feff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfec0bc22c007a813aec8bed446c89f7833d08f6327ecb32cea80213889627dd",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-25T20:43:55Z",
    "title_canon_sha256": "d4a45c4daa824c1d9695e00346977aa71c5f8902ae718b23417ae267e715fc17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16197",
    "kind": "arxiv",
    "version": 1
  }
}