Pith Number

pith:Y6ST4HOT

pith:2021:Y6ST4HOTZSVVC3HDPBNABHDVZL

not attested not anchored not stored refs pending

Manas: Mining Software Repositories to Assist AutoML

Giang Nguyen, Hridesh Rajan, Md Johir Islam, Rangeet Pan

arxiv:2112.03395 v2 · 2021-12-06 · cs.SE · 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{Y6ST4HOTZSVVC3HDPBNABHDVZL}

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	2026-07-05T03:56:32.926295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7a53e1dd3ccab516ce3785a009c75cae60ffcf583f4f9dbaa47c30b9ae5bac1

Aliases

arxiv: 2112.03395 · arxiv_version: 2112.03395v2 · doi: 10.48550/arxiv.2112.03395 · pith_short_12: Y6ST4HOTZSVV · pith_short_16: Y6ST4HOTZSVVC3HD · pith_short_8: Y6ST4HOT

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/Y6ST4HOTZSVVC3HDPBNABHDVZL \
  | 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: c7a53e1dd3ccab516ce3785a009c75cae60ffcf583f4f9dbaa47c30b9ae5bac1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d301a42b567fdb7d9a2aaac6dff8a3d1de8e28a0a380f161b000e2c9c53d23e7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-12-06T22:34:04Z",
    "title_canon_sha256": "6f2360ce9f19a25d59494e8b6432c5c4268c0d71fdbab83b1df8cba25519d56e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03395",
    "kind": "arxiv",
    "version": 2
  }
}