Pith Number

pith:ZQZIS4EV

pith:2023:ZQZIS4EVQRWGTYXRY2ZAYHPBJK

not attested not anchored not stored refs pending

Massive End-to-end Models for Short Search Queries

Adam Stooke, Bo Li, CJ Zheng, Dongseong Hwang, James Qin, Khe Chai Sim, Pedro Moreno Mengibar, Qiujia Li, Rohit Prabhavalkar, Tara Sainath, Weiran Wang, Xingyu Cai, Yanzhang He, Zhong Meng

arxiv:2309.12963 v1 · 2023-09-22 · eess.AS · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZQZIS4EVQRWGTYXRY2ZAYHPBJK}

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	2026-07-05T06:53:25.362634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc32897095846c69e2f1c6b20c1de14aa26747674d4aa2301e12efc7a73a5840

Aliases

arxiv: 2309.12963 · arxiv_version: 2309.12963v1 · doi: 10.48550/arxiv.2309.12963 · pith_short_12: ZQZIS4EVQRWG · pith_short_16: ZQZIS4EVQRWGTYXR · pith_short_8: ZQZIS4EV

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/ZQZIS4EVQRWGTYXRY2ZAYHPBJK \
  | 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: cc32897095846c69e2f1c6b20c1de14aa26747674d4aa2301e12efc7a73a5840

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e5299dac4ef034e766ecc97b62f9b2dd285ccc69f908cdfabf324d15a041ffb",
    "cross_cats_sorted": [
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-09-22T16:00:50Z",
    "title_canon_sha256": "cf29c1482d55df2920af8ed0c9ca5d3727178791e1a9b0ed30aa6f675f2431bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.12963",
    "kind": "arxiv",
    "version": 1
  }
}