Pith Number

pith:TNSKBPY3

pith:2018:TNSKBPY32ZKEBFA4ZRJVUYO4LF

not attested not anchored not stored refs pending

Guiding Deep Learning System Testing using Surprise Adequacy

Jinhan Kim, Robert Feldt, Shin Yoo

arxiv:1808.08444 v1 · 2018-08-25 · cs.SE · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TNSKBPY32ZKEBFA4ZRJVUYO4LF}

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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

ADEPT: A Unified Framework for Deep Learning Test Adequacy

Receipt and verification

First computed	2026-07-05T04:57:21.344989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b64a0bf1bd65440941ccc535a61dc5944bd754416235546792d9e7d4e2fd746

Aliases

arxiv: 1808.08444 · arxiv_version: 1808.08444v1 · doi: 10.48550/arxiv.1808.08444 · pith_short_12: TNSKBPY32ZKE · pith_short_16: TNSKBPY32ZKEBFA4 · pith_short_8: TNSKBPY3

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/TNSKBPY32ZKEBFA4ZRJVUYO4LF \
  | 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: 9b64a0bf1bd65440941ccc535a61dc5944bd754416235546792d9e7d4e2fd746

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e32629ebb79e70fb3e0cf23bc4180c64d9f5f7691c0f1e0e8fe694d0e89c2af",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2018-08-25T15:55:59Z",
    "title_canon_sha256": "469e413af7795993393a51d467585d2998f0007ce38e9a8d6c2bf295be5ed84b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.08444",
    "kind": "arxiv",
    "version": 1
  }
}