Pith Number

pith:RYB36MGZ

pith:2016:RYB36MGZ3AB3EBR6ZSFPNJF6BI

not attested not anchored not stored refs pending

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems

David Vandyke, Lina M. Rojas-Barahona, Milica Gasic, Nikola Mrksic, Pei-Hao Su, Steve Young, Tsung-Hsien Wen

arxiv:1603.01232 v1 · 2016-03-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RYB36MGZ3AB3EBR6ZSFPNJF6BI}

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	2026-05-18T01:19:39.329447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e03bf30d9d803b2063ecc8af6a4be0a2b024f07d87a423cfe64f1a4b5bcb105

Aliases

arxiv: 1603.01232 · arxiv_version: 1603.01232v1 · doi: 10.48550/arxiv.1603.01232 · pith_short_12: RYB36MGZ3AB3 · pith_short_16: RYB36MGZ3AB3EBR6 · pith_short_8: RYB36MGZ

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/RYB36MGZ3AB3EBR6ZSFPNJF6BI \
  | 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: 8e03bf30d9d803b2063ecc8af6a4be0a2b024f07d87a423cfe64f1a4b5bcb105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14de419bee7286dfeffe5d502d46aaeba4e874b20b9080e475e5b77ea4ba419d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2016-03-03T19:49:32Z",
    "title_canon_sha256": "8baeab221119b0923c1b6a5fc4233a0cbc4f8434fe2c156962c54aaca091e818"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.01232",
    "kind": "arxiv",
    "version": 1
  }
}