Pith Number

pith:GVDXOO3Q

pith:2026:GVDXOO3QTOQFFGLSLN56HJYHAJ

not attested not anchored not stored refs pending

LiNC: Lightweight Noise Correction via Per-Sample Trust and Gaussian Mixture Modeling

Abhishek Moturu, Anna Goldenberg, Babak Taati

arxiv:2608.04147 v1 · 2026-08-04 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GVDXOO3QTOQFFGLSLN56HJYHAJ}

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	2026-08-06T01:30:43.153467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3547773b709ba05299725b7be3a707027a36efa3c2c5403cd7ad11d54ccf7bd5

Aliases

arxiv: 2608.04147 · arxiv_version: 2608.04147v1 · doi: 10.48550/arxiv.2608.04147 · pith_short_12: GVDXOO3QTOQF · pith_short_16: GVDXOO3QTOQFFGLS · pith_short_8: GVDXOO3Q

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/GVDXOO3QTOQFFGLSLN56HJYHAJ \
  | 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: 3547773b709ba05299725b7be3a707027a36efa3c2c5403cd7ad11d54ccf7bd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cff63dce92d19638634afdcfbfb2be1b7e641410d442189de98183643cfdff41",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-04T18:55:53Z",
    "title_canon_sha256": "bb5c0635f9360e2cba9bb8ff593bde40e30f8ef81ee1b84b67e33b334c6c9919"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04147",
    "kind": "arxiv",
    "version": 1
  }
}