Pith Number

pith:66DCH2WL

pith:2020:66DCH2WL6MAK5EWHRKGAOZ4XRB

not attested not anchored not stored refs pending

Deep Learning & Software Engineering: State of Research and Future Directions

Baishakhi Ray, Denys Poshyvanyk, Kevin Moran, Matthew Dwyer, Michael Lowry, Prem Devanbu, Rishabh Singh, Sebastian Elbaum, Xiangyu Zhang

arxiv:2009.08525 v1 · 2020-09-17 · 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{66DCH2WL6MAK5EWHRKGAOZ4XRB}

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

Improved Detection and Diagnosis of Faults in Deep Neural Networks Using Hierarchical and Explainable Classification

Receipt and verification

First computed	2026-07-05T01:36:19.724721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f78623eacbf300ae92c78a8c07679788595a32ba994bb8229a954427e1c4ae50

Aliases

arxiv: 2009.08525 · arxiv_version: 2009.08525v1 · doi: 10.48550/arxiv.2009.08525 · pith_short_12: 66DCH2WL6MAK · pith_short_16: 66DCH2WL6MAK5EWH · pith_short_8: 66DCH2WL

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/66DCH2WL6MAK5EWHRKGAOZ4XRB \
  | 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: f78623eacbf300ae92c78a8c07679788595a32ba994bb8229a954427e1c4ae50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5a4789b6d54548ec8ab1ea01cb2aedc4c6326cde60978804e27aa70ed2c9896",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2020-09-17T20:46:08Z",
    "title_canon_sha256": "a716294e4d6adf02ea001242d51297cf9252ee745a2c98adce24e1c7ecda8571"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.08525",
    "kind": "arxiv",
    "version": 1
  }
}