AI-103 Information Extraction Practice Question
You are training a Custom Template model using Azure AI Document Intelligence. Your training dataset contains documents with multiple pages where the tables span across page breaks. How should you structure your training labels to handle multi-page tables correctly?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Label the table rows across pages using the same table index and consistent headers so the model recognizes the continuation.
When training a custom template model, tables that span multiple pages must be labeled continuously with consistent table IDs across page breaks so the model learns to associate them as a single logical table.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Create a separate table label for each page fragment and concatenate them via post-processing code.
Why it's wrong here
Post-processing concatenation is inefficient and fails to leverage the model's native multi-page table extraction capabilities.
- ✗
Exclude multi-page tables from the training set and rely solely on the prebuilt layout model for tables.
Why it's wrong here
Custom template models are capable of learning multi-page tables if labeled correctly during training.
- ✓
Label the table rows across pages using the same table index and consistent headers so the model recognizes the continuation.
Why this is correct
Consistent table indexing across pages in the labeling session allows the model to learn multi-page table structures accurately.
- ✗
Convert all multi-page documents into single extremely long virtual pages before labeling.
Why it's wrong here
Modifying document dimensions or virtual page sizes disrupts the spatial layout analysis of the Document Intelligence service.
About these practice questions
One of 510 original AI-103 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-103 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-103 exam.