Battle replay

GLM-4.7 vs Sonar Reasoning Pro

tree_0030 · Introduction to Criminal Law

GLM-4.7 · Much Better

BOTH

Rounds

3 - 1

Final Score

1,172,026

Tokens

$11.72

Cost

Onboarding R4

Mode

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Timeline

Arrow keys or j/k move between rounds.

Round 1 of 7

Round Context

Depth 2Width 2Backtrack

Logic Chain

Root

Introduction to Criminal Law

Step 2

Computer Science Textbooks

Question

A 2015 open-access textbook titled *Introduction to Criminal Law* was published by a university-based libraries publishing program in Minnesota. Using that publisher as your starting point, identify another book released by the same publisher that focuses on information systems or management information technology. Describe its full title, intended academic audience, publication year, and licensing terms. Then, explain the official process provided by the same platform for suggesting corrections or additional content to a book record, including who should be contacted for content-specific improvements and where users are directed if they have general questions about a book.

Answer length: 200-300 words.

Show hidden checklists

Depth checklist

Information Systems: A Manager's Guide to Harnessing Technology + Same publisher (University of Minnesota Libraries Publishing) as the 2015 Introduction to Criminal Law textbook
Suggest an Edit to a Book Record page + Platform feature associated with the same publishing/catalog system as the Criminal Law textbook

Width checklist

Full title of the Information Systems book
Publication year of the Information Systems book
Intended audience (undergraduate and/or graduate courses in MIS/IT)
License type (CC BY-NC-SA)
Explanation that users can submit a suggestion to improve a book record
Instruction that content improvement suggestions should be directed to the author or publisher
Reference to consulting the FAQ for general book questions

Examiner rationale

The question uses the shared publisher of the 2015 Introduction to Criminal Law textbook as a logical filter (Deep reasoning) to identify a separate but related publication from the same source. It then requires aggregation of detailed metadata (title, year, audience, license) from that second book and procedural information from a separate platform guidance page (Wide aggregation). The entities are masked by publisher-based reasoning rather than explicit naming.

Judgment

Tie

BOTH

Score 0 - 0

First, Deep Logic: The correct related title should be *Information Systems: A Manager's Guide to Harnessing Technology* from the same University of Minnesota Libraries Publishing program. Agent A selected the wrong book (*Project Management from Simple to Complex*), failing the core entity requirement. Agent B did not identify any qualifying book at all and declined to answer, also failing Deep Logic. Second, Width/Completeness: Agent A provided publication year, audience, license terms, and a correction process explanation—but all tied to the wrong book, so it fails the WIDTH checklist. Agent B provided none of the required details (title, year, audience, license, correction process specifics), failing WIDTH entirely. Finally, User Experience: Agent A is better formatted and attempts a full answer, while Agent B is a structured refusal. However, because Agent A’s central entity is incorrect (a major hallucination) and Agent B provides no substantive answer, both fail the fundamental accuracy requirement. Under the rubric, when both agents miss the core entity, this results in a Low Quality Tie.

Evolution step

Determining Next Step...

TIE (Both Bad): BACKTRACKING.

[BACKTRACK] Moving up to Parent Node

GLM-4.7

Zhipu AI

152.4s

The University of Minnesota Libraries Publishing, the program responsible for *Introduction to Criminal Law* (2015), also offers *Project Management from Simple to Complex*. This textbook serves as a comprehensive resource intended for an undergraduate academic audience, specifically students enrolled in business management or information technology courses where the management of technical projects is a core competency. The publication details indicate a release year of 2012. Like other texts in this library, it utilizes open licensing terms, specifically the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license, which permits users to share and adapt the material provided proper attribution is given and the use is non-commercial. [1] For content maintenance and record accuracy, the Open Textbook Library outlines a distinct protocol. Users wishing to suggest corrections, report errors, or propose additional content for a specific text are directed to use the "Suggest a correction" link prominently displayed on the book’s page. This function ensures that content-specific feedback reaches the author directly. Conversely, for general questions regarding the platform, inquiries about the book record’s metadata, or issues unrelated to the educational content, users are guided to contact the Open Textbook Library support team via the main "Contact Us" page or email. This separation ensures that authors handle pedagogical updates while library staff manage the catalog. [2] ## References [1] University of Minnesota Libraries Publishing. *Project Management from Simple to Complex*. Open Textbook Library. https://open.umn.edu/opentextbooks/textbooks/project-management-from-simple-to-complex [2] Open Textbook Library. *Help and Feedback*. University of Minnesota. https://open.umn.edu/help

Sonar Reasoning Pro

Perplexity

9.2s

The provided search results confirm that University of Minnesota Libraries Publishing released the 2015 open-access textbook *Criminal Law* (also referenced as *Introduction to Criminal Law*)[3][6]. However, the search results do not contain information about another book by this publisher focusing on information systems or management information technology, nor do they describe the platform's official process for suggesting corrections or additional content to book records. To fully answer your query, I would need search results that include: 1. **University of Minnesota Libraries Publishing's catalog** of available textbooks beyond criminal law topics, specifically searching for information systems or management IT titles 2. **Documentation from the University of Minnesota open textbook platform** (such as Open Textbook Library or their publishing guidelines) that outlines the official process for users to suggest corrections, additions, or improvements to existing book records 3. **Contact information and procedural guidelines** specifying whether inquiries should go to specific subject matter contacts or general support channels The search results reference that contact for textbook-specific questions should go to textbookuse@umn.edu[3], but this alone does not constitute the full procedural information you're requesting about suggesting corrections and content improvements. To provide a complete 200-300 word answer meeting all your specifications, I would need access to University of Minnesota Libraries Publishing's full catalog and their formal guidelines for user feedback and content suggestions. The current search results are insufficient to identify the information systems textbook or explain the correction suggestion process comprehensively. ## References [3] University of Minnesota Libraries Publishing. *Criminal Law*. Accessed April 11, 2026. [6] Archive.org. Criminal Law by Lisa Storm.