Local Activity Booking Clarification and Parameter Completion Trajectory Dataset
#Tool argument generation #Missing parameter detection #Clarification question generation #Function calling #Local activity booking #Conversational booking assistants #Customer support #Activity discovery platforms
- 3520
- 0.3GB
- JSON
- CATL
MOBIUSI INC
Updated:2026-11-05
AI Analysis & Value Prop
This dataset contains local activity booking requests with missing or ambiguous details, the clarification conversations needed to resolve them, and the resulting tool-use trajectories. Records cover parameter assessment, identification of unresolved details, question generation, and construction of booking arguments such as activity, date, and party size after the user provides more information. It supports training and evaluation of conversational systems that clarify incomplete requests and make accurate booking tool calls when sufficient information is available.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| source_record | object | The original booking request, clarification conversation, and observed tool trace provided as a single input record. |
| final_tool_call | object | The booking tool call and its arguments generated after incorporating available clarification responses. |
| parameter_assessment | object | The inferred status and known value of each parameter required to book the activity. |
| unresolved_parameters | array | The names of required booking parameters that are missing or ambiguous. |
| clarification_required | boolean | Indicates whether the assistant needs more information from the user before booking can proceed. |
| clarification_questions | array | Questions needed to resolve missing or ambiguous booking details. |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What does the dataset contain?
- It focuses on local activity booking and includes original requests, clarification conversations, parameter statuses and unresolved details, plus final tool calls and arguments generated using the available information.
- Which capabilities can this dataset support?
- It can support training or evaluation of models that detect missing or ambiguous booking details, ask targeted follow-up questions, and generate tool arguments for details such as activity, date, and party size.
- What are the dataset size and file format?
- The current description does not specify the number of samples, file format, or detailed quality metrics. Refer to the product page for published specifications and examples.
- How can I access the data, and what licensing applies?
- Access methods, available formats, and license terms are subject to the product listing and its applicable license. Check that the terms cover your intended commercial or research use before use.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Local Activity Booking Clarification and Parameter Completion Trajectory Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/51fad6b8a4599a6d17e26bbc31cf71dd},
urldate={2026-10-26},
keywords={local activity booking dataset,tool use trajectories,function calling training,parameter completion,clarification dialogue,tool argument generation,booking assistant training data,conversational booking},
version={1.0}
}Using this in research? Please cite us.
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