Pith Number

pith:EWXN3QQU

pith:2022:EWXN3QQUN5HCUF7JWJFR3KIL67

not attested not anchored not stored refs pending

Productivity Assessment of Neural Code Completion

Albert Ziegler, Alice Li, Andrew Rice, Devon Rifkin, Edward Aftandilian, Eirini Kalliamvakou, Ganesh Sittampalam, Shawn Simister

arxiv:2205.06537 v1 · 2022-05-13 · cs.SE · cs.CL · cs.HC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EWXN3QQUN5HCUF7JWJFR3KIL67}

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

RubberDuckBench: A Benchmark for AI Coding Assistants

Receipt and verification

First computed	2026-07-05T04:22:59.094262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25aeddc2146f4e2a17e9b24b1da90bf7ea073ed510c67faa3a77e557c9b54acf

Aliases

arxiv: 2205.06537 · arxiv_version: 2205.06537v1 · doi: 10.48550/arxiv.2205.06537 · pith_short_12: EWXN3QQUN5HC · pith_short_16: EWXN3QQUN5HCUF7J · pith_short_8: EWXN3QQU

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/EWXN3QQUN5HCUF7JWJFR3KIL67 \
  | 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: 25aeddc2146f4e2a17e9b24b1da90bf7ea073ed510c67faa3a77e557c9b54acf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1492f062514e369698628379bba420bb65dc8e49d1da205e455fd879e575de53",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-05-13T09:53:25Z",
    "title_canon_sha256": "83ac13ae347dea501c4db83aed4ed0333f2879ad86aadf51e9e2d6455dc3889d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.06537",
    "kind": "arxiv",
    "version": 1
  }
}