XuanJi at LLMs4OL-2026

[daiping8]

LLMs4OL 2026 Submission

• Challenge: Task A — Primitive Ontology Extraction
• Team name: XuanJi
• Contact: Jiaqi Jin (jin.jiaqi@zte.com.cn)

Submission

This is an Option 2 (script-based) submission. The submission package llms4ol2026_Task A_Primitive Ontology Extraction.zip is attached to this issue as a file attachment.

Contents

llms4ol2026_Task A_Primitive Ontology Extraction.zip

https://github.com/daiping8/llms4ol_Task_A

BTW

The submission requirements that unittest.py must be used as the filename for unit tests. But a file literally named unittest.py placed on the run path shadows Python's standard-library unittest module; because the OntoLearner dependency (via torch) performs import unittest internally, the shadow caused a circular import failure. Renaming to test_suite.py resolves the conflict while keeping the same content and intent. See https://github.com/daiping8/llms4ol_Task_A#5-unit-tests for details.

[HamedBabaei]

Dear @daiping8, thanks for the submission. Unfortunately, the zip file is missing from your issue. Can you check this?

[daiping8]

Dear @daiping8, thanks for the submission. Unfortunately, the zip file is missing from your issue. Can you check this?

Thank you for your careful check. The ZIP file has been attached correctly.

[HamedBabaei]

Dear @daiping8, thanks for the submission. Unfortunately, the zip file is missing from your issue. Can you check this?

Thank you for your careful check. The ZIP file has been attached correctly.

Thanks for the fix. I will mark your submission as completed. We will use this submission to do the integration.

[HamedBabaei]

System Integration Submission Checklist

Team Name: XuanJi
Challenge Variant: LLMs4OL 2026 Flagship task
Submission Type: Script Integration

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General Requirements

• Team name and challenge variant are included in the issue (or PR) title.
• The submission is complete and executable.
• Unit tests are included for the core system components.
• A methodological diagram is included.
• A link to the project GitHub repository is included.

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Script-Based Submission

Project Structure

• All source files are placed in the project root (no nested directories).
• main.py is provided as the primary entry point.
• Additional entry files (main1.py, main2.py, etc.) are provided if multiple variants exist.
• requirements.txt is included.
• README.md is included.
• unittest.py is included.

Documentation

• README explains how to run the system.
• README briefly describes the purpose of each script.
• README documents multiple entry points (if applicable).

Unit Testing

• unittest.py covers the critical modules.

Submission

• Project is packaged as a ZIP archive.

Additional Information

• Methodological Diagram: included
• Project Repository: https://github.com/daiping8/llms4ol_Task_A
• Additional Notes: The submission requirements that unittest.py must be used as the filename for unit tests. But a file literally named unittest.py placed on the run path shadows Python's standard-library unittest module; because the OntoLearner dependency (via torch) performs import unittest internally, the shadow caused a circular import failure. Renaming to test_suite.py resolves the conflict while keeping the same content and intent. See https://github.com/daiping8/llms4ol_Task_A#5-unit-tests for details.

This comment will be updated based on integration progress and checking the submissions. This will be on the OntoLearner Team, and there will be no need for the authors to do so. Unless you (as a co-author) want to add more information or want to be involved in the integration process.