Pith Number

pith:SGL6ZXEB

pith:2024:SGL6ZXEBNSL5GSTLG5RCNWCUW2

not attested not anchored not stored refs pending

Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems

Andr\'e Ferreira Manso, Bruna Guedes, Ivan Sekuli\'c, Modestas Filipavicius, Nghia Khau, Roland Mathis, Silvia Terragni, Victor Guimar\~aes

arxiv:2402.13374 v1 · 2024-02-20 · 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{SGL6ZXEBNSL5GSTLG5RCNWCUW2}

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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

3 papers in Pith

Reinforcing Human Behavior Simulation via Verbal Feedback

SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science

PERCEIVE: A Benchmark for Personalized Emotion and Communication Behavior Understanding on Social Media

Receipt and verification

First computed	2026-07-05T07:47:31.178000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9197ecdc816c97d34a6b376226d854b6ae55849cf55e34295817afec881b1e45

Aliases

arxiv: 2402.13374 · arxiv_version: 2402.13374v1 · doi: 10.48550/arxiv.2402.13374 · pith_short_12: SGL6ZXEBNSL5 · pith_short_16: SGL6ZXEBNSL5GSTL · pith_short_8: SGL6ZXEB

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/SGL6ZXEBNSL5GSTLG5RCNWCUW2 \
  | 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: 9197ecdc816c97d34a6b376226d854b6ae55849cf55e34295817afec881b1e45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2669cbfa9ee5823fc9a69b67a9862888097d0f0da142f151232109ad6c3c4a35",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-20T20:57:47Z",
    "title_canon_sha256": "f1dad59b27d0d8c1d3c6084138f2ae394150b8399e7e7ade596e3f97b02c9ef9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13374",
    "kind": "arxiv",
    "version": 1
  }
}