Pith Number

pith:CBMDEUAE

pith:2022:CBMDEUAEUHHJWLSTSLMBFKD5ZX

not attested not anchored not stored refs pending

CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences

Georgios Gousios, Maliheh Izadi, Roberta Gismondi

arxiv:2202.06689 v1 · 2022-02-14 · cs.SE · 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{CBMDEUAEUHHJWLSTSLMBFKD5ZX}

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

On the Generalizability of Transformer Models to Code Completions of Different Lengths

Receipt and verification

First computed	2026-07-05T03:56:41.024766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1058325004a1ce9b2e5392d812a87dcdf94b6b5b1043f4b6da40d9e3315df73e

Aliases

arxiv: 2202.06689 · arxiv_version: 2202.06689v1 · doi: 10.48550/arxiv.2202.06689 · pith_short_12: CBMDEUAEUHHJ · pith_short_16: CBMDEUAEUHHJWLST · pith_short_8: CBMDEUAE

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/CBMDEUAEUHHJWLSTSLMBFKD5ZX \
  | 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: 1058325004a1ce9b2e5392d812a87dcdf94b6b5b1043f4b6da40d9e3315df73e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2274e40ab44aed40cb7262b0474df8494f17c25c99f6f788367e11623438cab0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2022-02-14T13:26:54Z",
    "title_canon_sha256": "97d57523c410086f3e3e7af14e4292c4aed66a9d37fec0afff6ea1aa6e471fbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.06689",
    "kind": "arxiv",
    "version": 1
  }
}