Pith Number

pith:XSQG54LY

pith:2020:XSQG54LYDWBSUL2MAYI25AP3KX

not attested not anchored not stored refs pending

On the Replicability and Reproducibility of Deep Learning in Software Engineering

Chao Liu, Cuiyun Gao, David Lo, John Grundy, Xiaohu Yang, Xin Xia

arxiv:2006.14244 v1 · 2020-06-25 · cs.SE · cs.AI · 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{XSQG54LYDWBSUL2MAYI25AP3KX}

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.

Receipt and verification

First computed	2026-07-05T09:45:36.145153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bca06ef1781d832a2f4c0611ae81fb55c12ec21e8c47b867b4d7913a7049f49c

Aliases

arxiv: 2006.14244 · arxiv_version: 2006.14244v1 · doi: 10.48550/arxiv.2006.14244 · pith_short_12: XSQG54LYDWBS · pith_short_16: XSQG54LYDWBSUL2M · pith_short_8: XSQG54LY

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/XSQG54LYDWBSUL2MAYI25AP3KX \
  | 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: bca06ef1781d832a2f4c0611ae81fb55c12ec21e8c47b867b4d7913a7049f49c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b6275c93f9be2ac18518e9df75c11c021059a906fdc2393763dbd2358163946",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2020-06-25T08:20:10Z",
    "title_canon_sha256": "60f80d047274e5d2cae14e6df83cc13476fb3252fb2c29355c82d2b0d8f8a194"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14244",
    "kind": "arxiv",
    "version": 1
  }
}