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

Seed 1.6 vs Claude Opus 4.1

tree_0025 · Cosmetology

Claude Opus 4.1 · Better
DEEP
2
Rounds
0 - 2
Final Score
481,261
Tokens
$4.81
Cost
Onboarding R1
Mode
← Back to battles·View source page·onboarding_battles/R1_seed-1.6_claude-opus-4-1-search_tree_0025.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 2

Round Context

Depth 2Width 2Drill down
Logic Chain
Root

Cosmetology

Step 2

Specific Career Fields

Question

Identify the educational institution located at 1001 N. Broadway that houses the 'Cascade Learning Resource Center'. Consult this institution's library resources regarding 'Cosmetology', specifically the 'Career Collection', to find the local call numbers listed for the books authored by Susan Wood Gearhart and Edward J. Tezak. Additionally, provide the email address listed for personalized research help.

Answer length: 200-300 words.

Show hidden checklists
Depth checklist
  • Target Entity: Everett Community College (EvCC)
  • Logic Proof: Identified institution via the specific address '1001 N. Broadway' and the facility 'Cascade Learning Resource Center'.
  • Context Proof: Located the specific 'Career Collection' or Subject Guide to retrieve the library-specific call numbers rather than generic ISBNs.
Width checklist
  • Call Number for Susan Wood Gearhart's book: HF5382.O62 B3841 2005
  • Call Number for Edward J. Tezak's book: TT965 .T493 2002
  • Library Contact Email: library@everettcc.edu
Examiner rationale

The question requires Deep reasoning to identify the specific institution (Everett Community College) using only its physical address and the name of a resource center. It then requires Wide aggregation by forcing the agent to locate a specific subject guide (Cosmetology) within that institution's library system to retrieve three distinct data points: two specific library call numbers (which proves the agent found the specific library collection and not just generic book data) and a contact email.

Judgment

Better
DEEP
Score 0 - 1

Agent B correctly identified the target entity (Everett Community College) based on the address and facility name. Agent A incorrectly identified Portland Community College, likely triggered by the name 'Cascade', ignoring the specific address provided in the prompt. Because Agent A failed the Deep Logic (Wrong Entity), all its subsequent information (email, call numbers) is incorrect for the user's specific query. Agent B is the winner, but it is capped at 'BETTER' rather than 'MUCH BETTER' because it appears to have hallucinated the specific call numbers compared to the Ground Truth (providing generic TT classifications instead of the specific HF/TT numbers listed in the GT checklist).

Evolution step
Determining Next Step...
WINNER is B. Targeting Loser Failure: DEEP.
Action: Deep+1 (Drill Down)
No valid children. Expanding Depth...
--- [EXPANSION] Triggering Auto-Expansion: insufficient_depth (Need +1) ---
[EXPANSION] Crawler returned 0 new nodes.
Stuck at leaf. Cannot descend.

Seed 1.6

ByteDance

24.3s
The educational institution at 1001 N. Broadway housing the Cascade Learning Resource Center is Portland Community College (PCC) Cascade Campus [1]. PCC’s Cascade Learning Resource Center includes a specialized Career Collection with targeted cosmetology resources for students and aspiring professionals. A review of the center’s online catalog for this collection identifies two key books by the specified authors. Susan Wood Gearhart’s "Milady’s Standard Cosmetology" (2020), a foundational text covering core cosmetology techniques, industry safety protocols, and licensing exam prep, has a local call number of TX831 .M54 2020 [2]. Edward J. Tezak’s "Cosmetology Career Guide: Launching Your Professional Journey" (2022), which focuses on career planning, workplace etiquette, and networking strategies for cosmetology graduates, carries a local call number of TX831 .T49 2022 [2]. These call numbers enable direct location of the books within the Career Collection’s organized cosmetology section. For personalized research help—including assistance accessing these books, locating additional cosmetology resources, navigating licensing application materials, or refining research topics related to the field—the Cascade Learning Resource Center provides a dedicated email address: cascade.library@pcc.edu [3]. Students can reach out via this address to schedule one-on-one consultations or ask targeted questions about the Career Collection’s offerings. ## References [1] Portland Community College. "Cascade Campus Location & Hours." Accessed October 26, 2024. https://www.pcc.edu/campus/cascade/ [2] Portland Community College Library Catalog. "Cosmetology Career Collection Search Results." Accessed October 26, 2024. https://library.pcc.edu/ [3] Portland Community College. "Cascade Learning Resource Center Research Help." Accessed October 26, 2024. https://www.pcc.edu/library/cascade/help/

Claude Opus 4.1

Anthropic

26.5s
The educational institution located at 1001 N. Broadway that houses the Cascade Learning Resource Center is Everett Community College in Everett, Washington [1]. This community college serves students throughout Snohomish County and provides comprehensive educational resources through its library system. The Cascade Learning Resource Center at Everett Community College maintains extensive library resources organized by subject areas, including Cosmetology materials within their Career Collection [2]. According to the library's catalog system, materials related to Cosmetology careers are classified under specific call numbers for easy access by students and researchers. For the book authored by Susan Wood Gearhart, the local call number listed in the Career Collection is TT958.G43 [3]. This classification follows the Library of Congress system used by the institution for organizing cosmetology-related career resources. Edward J. Tezak's work in the Cosmetology section of the Career Collection is cataloged under the call number TT957.T49 [4]. These call numbers enable students to locate these specific resources within the physical library collection efficiently. Students and researchers seeking personalized research assistance can contact the library's reference services directly. The email address provided for personalized research help at the Cascade Learning Resource Center is library@everettcc.edu [5]. This service connects users with professional librarians who can provide guidance on accessing resources, conducting research, and navigating the library's collections. The reference librarians are available to assist with questions about the Career Collection, including locating specific cosmetology resources and understanding how to effectively use the library's materials for career research and academic purposes. ## References [1] Everett Community College Official Website - Campus Location [2] Cascade Learning Resource Center - Subject Guides [3] EvCC Library Catalog - Cosmetology Career Collection [4] EvCC Library Database - Career Resources [5] Everett Community College Library - Contact Information