Pith Number

pith:DTMPQ4KS

pith:2017:DTMPQ4KS7Q5PDKXI2ZAZ2R5UHR

not attested not anchored not stored refs pending

Beyond the technical challenges for deploying Machine Learning solutions in a software company

Ilias Flaounas

arxiv:1708.02363 v1 · 2017-08-08 · cs.HC · cs.AI · cs.SE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTMPQ4KS7Q5PDKXI2ZAZ2R5UHR}

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	2026-05-18T00:38:24.566791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cd8f87152fc3af1aae8d6419d47b43c72a7b4582565f9cfcce097155d71d3b2

Aliases

arxiv: 1708.02363 · arxiv_version: 1708.02363v1 · doi: 10.48550/arxiv.1708.02363 · pith_short_12: DTMPQ4KS7Q5P · pith_short_16: DTMPQ4KS7Q5PDKXI · pith_short_8: DTMPQ4KS

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/DTMPQ4KS7Q5PDKXI2ZAZ2R5UHR \
  | 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: 1cd8f87152fc3af1aae8d6419d47b43c72a7b4582565f9cfcce097155d71d3b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68c1e1e946c519e527c8f50598d73521284e6679a9ad259dbae061116ddb8eca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2017-08-08T03:59:09Z",
    "title_canon_sha256": "f7e96ebcf222d28112384382d2ae14737ccebf77699666790dab9ed3ca124cb0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.02363",
    "kind": "arxiv",
    "version": 1
  }
}