Pith Number

pith:3JGML3ES

pith:2019:3JGML3ES55WYYIH5I4FPTUEN5Z

not attested not anchored not stored refs pending

Training Neural Response Selection for Task-Oriented Dialogue Systems

Daniela Gerz, Georgios Spithourakis, I\~nigo Casanueva, Ivan Vuli\'c, Matthew Henderson, Nikola Mrk\v{s}i\'c, Pawe{\l} Budzianowski, Pei-Hao Su, Sam Coope, Tsung-Hsien Wen

arxiv:1906.01543 v2 · 2019-06-04 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3JGML3ES55WYYIH5I4FPTUEN5Z}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-17T23:43:55.882798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da4cc5ec92ef6d8c20fd470af9d08dee5e913fe2e309fecedebb3f449255637c

Aliases

arxiv: 1906.01543 · arxiv_version: 1906.01543v2 · doi: 10.48550/arxiv.1906.01543 · pith_short_12: 3JGML3ES55WY · pith_short_16: 3JGML3ES55WYYIH5 · pith_short_8: 3JGML3ES

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/3JGML3ES55WYYIH5I4FPTUEN5Z \
  | 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: da4cc5ec92ef6d8c20fd470af9d08dee5e913fe2e309fecedebb3f449255637c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db87b234e3fb7c04b829a706cb3ed7f8ec0dd48d616dfbadd3e86fb16e3b326f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-06-04T15:58:54Z",
    "title_canon_sha256": "22a7f0197afd2f39592743dfaef03804d6c3060fed1796dc931cd4a209d5b17e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01543",
    "kind": "arxiv",
    "version": 2
  }
}