Pith Number

pith:GGBMUG2A

pith:2026:GGBMUG2AWIM3F6RNFYKIDMJAIX

not attested not anchored not stored refs pending

Learning Context-conditioned Gaussian Overbounds for Convolution-Based Uncertainty Propagation

Hui Ren, Ruirui Liu, Xuejie Hou, Yiping Jiang

arxiv:2605.15789 v1 · 2026-05-15 · cs.LG · eess.SP · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GGBMUG2AWIM3F6RNFYKIDMJAIX}

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	2026-05-20T00:01:18.404228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3182ca1b40b219b2fa2d2e1481b12045c4d62d346424d2eefa338a834982cb57

Aliases

arxiv: 2605.15789 · arxiv_version: 2605.15789v1 · doi: 10.48550/arxiv.2605.15789 · pith_short_12: GGBMUG2AWIM3 · pith_short_16: GGBMUG2AWIM3F6RN · pith_short_8: GGBMUG2A

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/GGBMUG2AWIM3F6RNFYKIDMJAIX \
  | 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: 3182ca1b40b219b2fa2d2e1481b12045c4d62d346424d2eefa338a834982cb57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4148eb9e5891ddc374b55419431bb02c5f0d4c8158664aac7ac9fb35c5355cb1",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T09:47:05Z",
    "title_canon_sha256": "20194ed00be07879952963307028215f0a3d9c36c27511201c3c60c94b024d34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15789",
    "kind": "arxiv",
    "version": 1
  }
}