Pith Number

pith:G6CUYRYQ

pith:2021:G6CUYRYQ24Z7J4YF7AYVHVJF2K

not attested not anchored not stored refs pending

Lessons learned from hyper-parameter tuning for microservice candidate identification

Anup Kalia, Jin Xiao, Maja Vukovic, Rahul Krishna, Rahul Yedida, Tim Menzies

arxiv:2106.06652 v2 · 2021-06-12 · 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{G6CUYRYQ24Z7J4YF7AYVHVJF2K}

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	2026-07-05T03:04:26.192275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37854c4710d733f4f305f83153d525d291e3a8bb5f0c01c3b9a53d682136974c

Aliases

arxiv: 2106.06652 · arxiv_version: 2106.06652v2 · doi: 10.48550/arxiv.2106.06652 · pith_short_12: G6CUYRYQ24Z7 · pith_short_16: G6CUYRYQ24Z7J4YF · pith_short_8: G6CUYRYQ

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/G6CUYRYQ24Z7J4YF7AYVHVJF2K \
  | 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: 37854c4710d733f4f305f83153d525d291e3a8bb5f0c01c3b9a53d682136974c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0c237ca3de942a4f9dff26011a008ff5db328db9cb05ff90499105cf62854ea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-06-12T00:51:25Z",
    "title_canon_sha256": "ddb6a59ff0d9414a782ccfe892b182485ff3c7d51e60e93ed88f3f5982fc640b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06652",
    "kind": "arxiv",
    "version": 2
  }
}