Pith Number

pith:YXBKCKXO

pith:2017:YXBKCKXOIVYOKAMWV4BYZYYU27

not attested not anchored not stored refs pending

A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes

Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo

arxiv:1704.04856 v1 · 2017-04-17 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXBKCKXOIVYOKAMWV4BYZYYU27}

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

Automated Generation of Commit Messages in Software Repositories

Receipt and verification

First computed	2026-05-18T00:46:17.584262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5c2a12aee4570e50196af038ce314d7e3b8415c6b984624298edfff52b52fe1

Aliases

arxiv: 1704.04856 · arxiv_version: 1704.04856v1 · doi: 10.48550/arxiv.1704.04856 · pith_short_12: YXBKCKXOIVYO · pith_short_16: YXBKCKXOIVYOKAMW · pith_short_8: YXBKCKXO

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/YXBKCKXOIVYOKAMWV4BYZYYU27 \
  | 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: c5c2a12aee4570e50196af038ce314d7e3b8415c6b984624298edfff52b52fe1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4f460acf0f658b01feb062a39a13bad645179eaa8131f2723485e61fcc10601",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2017-04-17T03:20:07Z",
    "title_canon_sha256": "04df4ea5393d5ac8a374564a28da90ca8bfae508d7666f3b7baacbe81374b9b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.04856",
    "kind": "arxiv",
    "version": 1
  }
}