Pith Number

pith:L32JXNVS

pith:2026:L32JXNVSYBGLBZSB5MXRWHPOB5

not attested not anchored not stored refs pending

Latent Anchor-Driven Test Generation for Deep Neural Networks

Bin Duan, Guowei Yang, Matthew B. Dwyer

arxiv:2606.04310 v1 · 2026-06-03 · cs.LG · 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{L32JXNVSYBGLBZSB5MXRWHPOB5}

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	2026-06-04T01:09:03.147562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ef49bb6b2c04cb0e641eb2f1b1dee0f49995c69bb2c550885910e1690de9d2d

Aliases

arxiv: 2606.04310 · arxiv_version: 2606.04310v1 · doi: 10.48550/arxiv.2606.04310 · pith_short_12: L32JXNVSYBGL · pith_short_16: L32JXNVSYBGLBZSB · pith_short_8: L32JXNVS

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/L32JXNVSYBGLBZSB5MXRWHPOB5 \
  | 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: 5ef49bb6b2c04cb0e641eb2f1b1dee0f49995c69bb2c550885910e1690de9d2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e91f8cb6805e23d71b5c9c0d78d7489da1a9dee0bdf8c73d82c4fc30012a8914",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-03T00:33:21Z",
    "title_canon_sha256": "7c5f805b922e4f85b882b89ca0bc5f4900ff98c0bbc4b5a51cf9fa1d585110b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04310",
    "kind": "arxiv",
    "version": 1
  }
}