Pith Number

pith:YBMQ5N72

pith:2021:YBMQ5N72ELLVWDBORSB57ABJYG

not attested not anchored not stored refs pending

Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks

Antonio Mastropaolo, David Nader Palacio, Denys Poshyvanyk, Gabriele Bavota, Nathan Cooper, Rocco Oliveto, Simone Scalabrino

arxiv:2102.02017 v1 · 2021-02-03 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YBMQ5N72ELLVWDBORSB57ABJYG}

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

The Impact of AI-Generated Solutions on Software Architecture and Productivity: Results from a Survey Study

Receipt and verification

First computed	2026-07-05T02:12:36.006573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0590eb7fa22d75b0c2e8c83df8029c1b8395912d2d66d71e8eeb3752570ffc1

Aliases

arxiv: 2102.02017 · arxiv_version: 2102.02017v1 · doi: 10.48550/arxiv.2102.02017 · pith_short_12: YBMQ5N72ELLV · pith_short_16: YBMQ5N72ELLVWDBO · pith_short_8: YBMQ5N72

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/YBMQ5N72ELLVWDBORSB57ABJYG \
  | 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: c0590eb7fa22d75b0c2e8c83df8029c1b8395912d2d66d71e8eeb3752570ffc1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a40b603d2f4b299a10c63c9e33f23f680cbb981a78bab721fb6b36b4a02d56ea",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-02-03T11:41:36Z",
    "title_canon_sha256": "745444b817abe2aa87b25ff98c194c3211a781ea42571a6154fc8d6df26536b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.02017",
    "kind": "arxiv",
    "version": 1
  }
}