Pith Number

pith:QMP3PWRR

pith:2020:QMP3PWRRZCYZL756Y7EUBROXY3

not attested not anchored not stored refs pending

Lattice-based Improvements for Voice Triggering Using Graph Neural Networks

Adithya Sagar, Devang Naik, Jason Williams, Nuoyu Li, Pranay Dighe, Saurabh Adya, Srikanth Vishnubhotla, Stephen Pulman, Ying Ma

arxiv:2001.10822 v1 · 2020-01-25 · eess.AS · cs.CL · cs.LG · cs.SD · 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{QMP3PWRRZCYZL756Y7EUBROXY3}

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	2026-07-05T00:37:12.585870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

831fb7da31c8b195ffbec7c940c5d7c6cd99b6d5c04cf62e0cf73f74aaf88f33

Aliases

arxiv: 2001.10822 · arxiv_version: 2001.10822v1 · doi: 10.48550/arxiv.2001.10822 · pith_short_12: QMP3PWRRZCYZ · pith_short_16: QMP3PWRRZCYZL756 · pith_short_8: QMP3PWRR

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/QMP3PWRRZCYZL756Y7EUBROXY3 \
  | 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: 831fb7da31c8b195ffbec7c940c5d7c6cd99b6d5c04cf62e0cf73f74aaf88f33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd4e3ee5b8926bab2cd473534a2dada13ec8bf53fe700e5bb8c6600025a26128",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2020-01-25T01:34:15Z",
    "title_canon_sha256": "f67e2ba47e1dc3f7e411e9e8843e5bc5fd7c319f0732b709834c14d555f91bdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.10822",
    "kind": "arxiv",
    "version": 1
  }
}