Air Express Delivery Exception Handling Tool Selection Dataset

#tool selection #exception handling #response generation #air express logistics #delivery exception management #intelligent logistics customer service

5000
0.4GB
JSON
CATL
MOBIUSI INC

Updated:2026-10-14

AI Analysis & Value Prop

JSONThis dataset covers air express delivery exceptions such as address issues, unsuccessful deliveries, held shipments, and transit delays. Each example presents the handling process through the original exception record, an ordered tool-use trajectory, the final disposition, and a response for the customer or operator. The examples show how to select tools for event lookup, address verification, redelivery, or follow-up, supporting supervised fine-tuning for tool selection and exception handling. Typical applications include air express support automation, logistics operations assistance, and tool-use evaluation.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
tool_calls	array	The tools selected and called to handle the delivery exception, recorded in execution order with their parameters, results, and selection rationale.
source_record	string	The original exception scenario and related input information stored as JSON text. It may include shipment status, exception details, address information, and available tools.
final_disposition	string	The final handling plan formed after tool use, such as verifying an address, arranging redelivery, or initiating follow-up.
assistant_response	string	The final message explaining the exception outcome and next steps to the customer or operations staff.

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 exception scenarios does the dataset cover?: It covers air express delivery issues such as address problems, unsuccessful deliveries, held shipments, and transit delays. Records include relevant input information, tool-use steps, the final disposition, and response text.

What information is included in each tool-use trajectory?: Trajectories document selected tools in execution order, along with their parameters, results, and selection rationale. They can help analyze how a model chooses lookup, verification, redelivery, or follow-up actions based on an exception.

Which training and evaluation tasks is it suited for?: The dataset can support supervised fine-tuning for tool use, tool-selection evaluation, development of air express exception-handling assistants, and research into logistics support and operations automation.

How can I obtain the dataset and confirm its license?: Use the access method provided on the dataset product page or platform. Before use, review the applicable license, permitted use cases, and any restrictions on redistribution.

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Cite this Work

@dataset{Mobiusi2026,
  title={Air Express Delivery Exception Handling Tool Selection Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/1bde385b7a77092b32d63a47369d48a1},
  urldate={2026-10-10},
  keywords={air express exceptions, delivery exception handling, tool selection data, tool-use trajectories, air freight data, logistics exception processing, tool-use SFT, redelivery data},
  version={1.0}
}

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