Pith Number

pith:JV6AK325

pith:2022:JV6AK3254EU7QZNZ4YVCFW7BI3

not attested not anchored not stored refs pending

GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers

Carel van Niekerk, Christian Geishauser, Hsien-Chin Lin, Michael Heck, Milica Ga\v{s}i\'c, Nurul Lubis, Shutong Feng

arxiv:2208.10817 v1 · 2022-08-23 · 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{JV6AK3254EU7QZNZ4YVCFW7BI3}

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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.

Cited by

1 paper in Pith

Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning

Receipt and verification

First computed	2026-07-05T04:50:40.721966Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d7c056f5de129f865b9e62a22dbe146df823ddbb4aedebc2151bf365d376839

Aliases

arxiv: 2208.10817 · arxiv_version: 2208.10817v1 · doi: 10.48550/arxiv.2208.10817 · pith_short_12: JV6AK3254EU7 · pith_short_16: JV6AK3254EU7QZNZ · pith_short_8: JV6AK325

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/JV6AK3254EU7QZNZ4YVCFW7BI3 \
  | 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: 4d7c056f5de129f865b9e62a22dbe146df823ddbb4aedebc2151bf365d376839

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eea53d4d8b84555bfe3f5caeb6f9df7630d6bc49a0fe995ba87e115824d31ff7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-08-23T09:01:17Z",
    "title_canon_sha256": "543162c647edd6d6258fd22180b93dcf3c3a279ff8ab1b3d22bbd572a80845a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.10817",
    "kind": "arxiv",
    "version": 1
  }
}