Pith Number

pith:PMFI2YIO

pith:2025:PMFI2YIOKODPMQ5F7RUN4FJOYI

not attested not anchored not stored refs pending

Overcoming Labelled Data Scarcity for Defect Classification in Scanning Tunneling Microscopy

David Z. Gao, Filippo Federici Canova, Geoff Thornton, Max Trouton, Neil J. Curson, Nikola L. Kolev, Taylor J. Z. Stock

arxiv:2506.01678 v2 · 2025-06-02 · cond-mat.mtrl-sci · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PMFI2YIOKODPMQ5F7RUN4FJOYI}

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	2026-06-19T16:12:46.084868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b0a8d610e5386f643a5fc68de152ec21b14a5cfba5161c39071cf7085c70e28

Aliases

arxiv: 2506.01678 · arxiv_version: 2506.01678v2 · doi: 10.48550/arxiv.2506.01678 · pith_short_12: PMFI2YIOKODP · pith_short_16: PMFI2YIOKODPMQ5F · pith_short_8: PMFI2YIO

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/PMFI2YIOKODPMQ5F7RUN4FJOYI \
  | 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: 7b0a8d610e5386f643a5fc68de152ec21b14a5cfba5161c39071cf7085c70e28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba6999ec1c0446f59956c8e8efdc03b1bee1837206301428cb29d733c995b386",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-06-02T13:47:37Z",
    "title_canon_sha256": "6db30260007eaaeaf01c963480a6c6c9ebfcbb2f6ebb9d489abf530b316b22e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01678",
    "kind": "arxiv",
    "version": 2
  }
}