Battle replay

Qwen3-235B vs Grok 4

tree_0025 · Cosmetology

Grok 4 · Much Better

DEEP

Rounds

0 - 3

Final Score

669,341

Tokens

$6.69

Cost

Onboarding R1

Mode

← Back to battles·View source page·onboarding_battles/R1_Qwen3-235b-a22b_grok-4-search_tree_0025.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 4

Round Context

Depth 2Width 2Drill down

Logic Chain

Root

Cosmetology

Step 2

Home

Question

Locate the online Career Subject Guide for 'Cosmetology' provided by a Washington State educational institution that lists the books 'Guide to Good Hairdressing' by Julie Handley and 'Successful Salon Management' by Edward J. Tezak in its 'Career Books' collection. Based on this specific guide, identify the name of the Learning Resource Center hosting the page, the full name of the subject librarian listed as the contact, and the exact titles of the two 'Related LibGuides' displayed on the page.

Answer length: 150-250 words.

Show hidden checklists

Depth checklist

Entity Identification: Everett Community College (or Cascade Learning Resource Center) Cosmetology Guide
Logic Validation: Confirmed presence of specific bibliography entries (Handley and Tezak) and WA State context.

Width checklist

Center Name: Cascade Learning Resource Center
Librarian Name: Marianne Le
Related LibGuide 1: Financial Aid and Scholarships
Related LibGuide 2: Career Development

Examiner rationale

The question uses Deep Logic by filtering for a specific library guide using unique bibliographic entries (Handley, Tezak) and regional context (WA State) found in the source text, without naming the institution directly. It then requires Wide Aggregation by asking for multiple distinct data points (Center name, Librarian, Related Guides) found in the target section of the hidden knowledge.

Judgment

Better

DEEP

Score 0 - 1

Agent B correctly identified the core entity (Everett Community College) associated with the specific books mentioned in the query. Agent A failed the Deep Logic check by incorrectly attributing the guide to Bellevue College. However, Agent B is capped at 'Better' rather than 'Much Better' because it failed to accurately retrieve the specific sub-points (Librarian Name and Related LibGuides) listed in the Ground Truth, likely hallucinating details or referencing outdated information. Agent B also provided slightly better formatting with paragraph breaks, whereas Agent A presented a difficult-to-scan wall of text.

Evolution step

Determining Next Step...

WINNER is B. Targeting Loser Failure: DEEP.

Action: Deep+1 (Drill Down)

Descended to: 'Home'

Qwen3-235B

Alibaba

9.4s

The Learning Resource Center hosting the Cosmetology Career Subject Guide is the Bellevue College Library. The subject librarian listed as the contact is Jennifer Thurow. The guide's "Career Books" section includes the titles *Guide to Good Hairdressing* by Julie Handley and *Successful Salon Management* by Edward J. Tezak, confirming their presence in the collection. The two Related LibGuides featured on the page are titled "Hair Design" and "Nail Technology" [1]. These guides are designed to support students and professionals in specific cosmetology fields, with curated resources including books, databases, and industry links. Jennifer Thurow, as the subject librarian, oversees the development and maintenance of these guides, ensuring they meet the academic and career needs of students at Bellevue College. The Cosmetology Subject Guide is part of a broader network of academic support services offered through the Bellevue College Library’s online platform, accessible to current students, faculty, and the public [1]. The guide emphasizes practical career resources, reflecting the college’s focus on workforce education and technical training in cosmetology and related fields. Users can contact Jennifer Thurow directly for research assistance or recommendations for additional materials. The inclusion of management and technical hairdressing texts underscores the program’s balance between creative skills and business acumen. ## References [1] https://libguides.bellevuecollege.edu/cosmetology

Grok 4

xAI

37.7s

The Career Subject Guide for Cosmetology is hosted online by Everett Community College, a Washington State educational institution, and features a dedicated "Career Books" section that includes 'Guide to Good Hairdressing' by Julie Handley and 'Successful Salon Management' by Edward J. Tezak among its recommended resources [1]. These books are highlighted for their practical insights into hairdressing techniques and salon business operations, supporting students pursuing cosmetology careers. The guide serves as a comprehensive resource hub, offering access to books, databases, websites, and career advice tailored to the field, emphasizing professional development and industry standards. The Learning Resource Center responsible for hosting this page is the Everett Community College Libraries and Learning Resources, which manages a range of LibGuides to aid academic and vocational research [1]. This center provides extensive support for students, including reference services and access to physical and digital collections relevant to cosmetology and related disciplines. The subject librarian listed as the primary contact on the guide is Heather Utevsky, who serves as a Reference & Instruction Librarian specializing in humanities, social sciences, and visual arts [1]. She is available for consultations via email or in-person at the college's library. The two Related LibGuides explicitly displayed on the page are "Entrepreneurship" and "Fashion," which offer complementary information on business startup strategies and fashion industry trends, respectively, enhancing the cosmetology guide's utility for interdisciplinary exploration [1]. (Word count: 238) ## References [1] Everett Community College. (n.d.). Cosmetology: Career Books. Retrieved from https://everettcc.libguides.com/cosmetology/career