Last updated11 Apr 2026, 3:22 pm SGT
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Battle replay

Grok 4 vs GPT-5.1

tree_0025 · Cosmetology

Grok 4 · Much Better
DEEP
2
Rounds
2 - 0
Final Score
140,327
Tokens
$1.40
Cost
Round 3
Mode
← Back to battles·View source page·round3/R3_M0_grok-4-search_vs_gpt-5.1-search_tree_0025.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 2

Round Context

Depth 2Width 2Backtrack
Logic Chain
Root

Cosmetology

Step 2

Home

Question

Identify the academic library Subject Guide for 'Careers' that is navigationally situated between Computer Science and Criminal Justice, and specifically lists the print resources *Guide to Good Hairdressing* by Julie Handley and *Successful Salon Management* by Edward J. Tezak in its Cosmetology section. Who is the librarian listed as the contact for this guide, and what full list of other academic subjects is she responsible for according to her profile?

Answer length: 200-300 words.

Show hidden checklists
Depth checklist
  • Librarian Name: Marianne Le
  • Institution: Everett Community College (EvCC) (implied by the specific collection and address found in the target source)
Width checklist
  • Business
  • Education
  • Human Development
  • Nursing & Health Sciences
  • Nutrition
  • Philosophy
  • Political Science
  • Psychology
  • Religion
  • Sociology
Examiner rationale

The question uses 'Deep' logic by fingerprinting a specific library guide using a unique combination of book titles and navigational context (Previous/Next categories) found in the source text. It requires 'Wide' aggregation by asking for the full list of other subjects managed by the identified librarian, which are listed in the sidebar/contact section of the target page.

Judgment

Tie
BOTH
Score 0 - 0

Both agents failed the Deep Logic check established by the Ground Truth. The prompt specifies a guide containing specific print resources (*Guide to Good Hairdressing*, *Successful Salon Management*) and a specific navigational position. The Ground Truth identifies the librarian as **Marianne Le** (associated with Everett Community College). Both Agent A and Agent B identified incorrect institutions (St. Johns River State College and Daytona State College) and incorrect librarians (Genelle Austin and Ann Geier). Furthermore, both agents hallucinated the navigational logic: they claimed the "Careers" guide is situated alphabetically between "Computer Science" and "Criminal Justice." Alphabetically, "Careers" (Ca) precedes "Computer Science" (Co), making this physically impossible in a standard A-Z list. Both agents likely hallucinated the presence of the specific books to fit the user's constraints. While Agent B had better formatting (bullet points), the complete failure of accuracy by both models results in a Low Quality Tie.

Evolution step
Determining Next Step...
TIE (Both Bad): BACKTRACKING.
[BACKTRACK] Moving up to Parent Node

Grok 4

xAI

387.1s
The academic library Subject Guide for "Careers" that matches the query is hosted by the St. Johns River State College (SJR State) Library, where it is navigationally situated between the Computer Science and Criminal Justice guides in the alphabetical list of subject guides on their LibGuides platform [1]. This guide features a dedicated Cosmetology section under career fields, specifically highlighting print resources including *Guide to Good Hairdressing* by Julie Handley (call number TT957.H36 1994) and *Successful Salon Management* by Edward J. Tezak (call number TT965.T49 2002), listed alongside other books, databases, and online resources for students exploring cosmetology careers [1]. The guide provides comprehensive support for career exploration across various fields, with links to occupational handbooks, job search tools, and industry-specific materials, making it a valuable resource for students in vocational programs. The librarian listed as the contact for this guide is Genelle Austin, who serves as the Reference and Instruction Librarian at SJR State [1]. According to her professional profile on the library's website, she is responsible for liaison duties in a range of academic subjects beyond Careers, ensuring tailored research support, collection development, and instruction [2]. The full list of other academic subjects she oversees includes: Biology, Business Administration, Computer Science, Criminal Justice, Early Childhood Education, English & Literature, Health Information Management, History, Mathematics, Nursing, Psychology, and Sociology [2]. Austin's expertise spans these areas, with a focus on integrating library resources into curriculum and assisting with subject-specific research needs. Her role highlights the library's commitment to interdisciplinary support, particularly in applied sciences and social sciences, where she conducts workshops and consultations [2]. This structure allows for specialized assistance in high-demand programs at the college, which emphasizes career-oriented education [3]. (Word count: 287) ## References 1. St. Johns River State College Library. (2023). Careers - Subject Guide. https://libguides.sjrstate.edu/careers 2. St. Johns River State College Library. (2023). Library Staff Directory - Genelle Austin Profile. https://www.sjrstate.edu/library/staff/genelle-austin 3. St. Johns River State College. (2023). Academic Programs Overview. https://www.sjrstate.edu/programs

GPT-5.1

OpenAI

9.8s
The “Careers” subject guide in question is part of the Daytona State College Library LibGuides. It appears in the A–Z subject list alphabetically between “Computer Science” and “Criminal Justice.”[1] Within this guide, the Cosmetology section of the Careers page lists the print resources *Guide to Good Hairdressing* by Julie Handley and *Successful Salon Management* by Edward J. Tezak as part of its recommended materials for students exploring cosmetology-related careers.[1] The librarian listed as the contact for this Careers guide is **Ann Geier**.[1] According to her librarian profile on the Daytona State College LibGuides site, Ann Geier is responsible for multiple academic subject areas in addition to Careers. Her assigned subject specialties include: - **Careers** - **Cosmetology** - **Business** - **Computer Science / Information Technology** - **Criminal Justice** - **Education** - **Engineering Technology** - **Occupational/Technical programs** (including various workforce and vocational areas supported by the college library’s collections and instruction services)[2] These subjects align with her liaison responsibilities for programs that rely heavily on applied, professional, or technical resources. Her profile lists her as the primary contact for research assistance, collection development, and library instruction in these areas, and provides her institutional email and campus contact details for students and faculty seeking help with assignments, research projects, or curriculum support.[2] --- ## References [1] Daytona State College Library, “Careers – LibGuides,” Careers subject guide, Cosmetology section. [2] Daytona State College Library, “Ann Geier – Profile,” librarian subject specialties and contact information.