Battle replay

Kimi K2 vs GLM-4.7

tree_0011 · Welcome

GLM-4.7 · Much Better

DEEP

Rounds

0 - 2

Final Score

1,305,516

Tokens

$13.06

Cost

Onboarding R2

Mode

← Back to battles·View source page·onboarding_battles/R2_glm-4.7_Kimi-k2_tree_0011.log

Timeline

Arrow keys or j/k move between rounds.

Round 1 of 1

Round Context

Depth 2Width 2Mercy rule

Logic Chain

Root

Welcome

Step 2

Evaluation and correction of fertility data

Question

Identify the comprehensive digital resource that constitutes the primary output of the joint IUSSP and UNFPA project and is described as following in a direct line of descent from the UN Manual X: Indirect Techniques for Demographic Estimation. Within this resource, locate the specific section dedicated to the 'Evaluation and correction of fertility data.' Provide the name of the author for this section and the complete suggested citation, including the publication year, the title of the parent volume, and the full list of editors.

Answer length: 100-150 words.

Show hidden checklists

Depth checklist

Identified Parent Resource: Tools for Demographic Estimation (based on IUSSP/UNFPA and UN Manual X lineage)
Identified Target Section: Evaluation and correction of fertility data

Width checklist

Section Author: Moultrie TA
Publication Year: 2011
Section Title: Evaluation and correction of fertility data
Parent Volume Title: Tools for Demographic Estimation
Editors: Moultrie TA, Dorrington RE, Hill AG, Hill K, Timæus IM, and Zaba B
Publisher: International Union for the Scientific Study of Population (Paris)

Examiner rationale

The question uses Deep Logic by obscuring the name of the main resource ('Tools for Demographic Estimation'), requiring the agent to deduce it from its lineage (UN Manual X) and organizational origin (IUSSP/UNFPA). It then applies Wide Aggregation by requesting specific, granular details (citation components, editors, author) found within a specific sub-section of that identified resource.

Judgment

Much Better

DEEP

Score 0 - 2

Agent B correctly identified the resource ('Tools for Demographic Estimation') and provided the correct editors and publication details, which are the most critical parts of the query for locating the source. Agent A failed the Deep Logic check by hallucinating a non-existent book title ('Manual of Demographic Estimation') and a list of incorrect editors. While Agent B incorrectly attributed the specific section to Neil Howell (it was Moultrie), this is a detail error within the correct resource. Agent A's response, despite guessing the correct author name, provides a citation that does not exist in reality, rendering it useless for retrieval.

Evolution step

[GAME OVER] Mercy Rule Triggered (Diff >= 2.0)!

Kimi K2

Moonshot AI

21.4s

The comprehensive digital resource is the *Manual of Demographic Estimation: A Toolkit for Civil Registration and Vital Statistics (CRVS) Systems*, published online by the IUSSP and UNFPA in 2022. The specific section "Evaluation and correction of fertility data" is authored by Tom Moultrie (Section 3) [1]. The full suggested citation is: Moultrie, T. (2022). Evaluation and correction of fertility data. In R. Demeny, M. Legrand, G. Masquelier, P. Gerland, and F. R. Rios-Neto (Eds.), *Manual of Demographic Estimation: A Toolkit for Civil Registration and Vital Statistics (CRVS) Systems*. International Union for the Scientific Study of Population and United Nations Population Fund: Boulder, CO, USA [1]. ## References [1] International Union for the Scientific Study of Population (IUSSP) and United Nations Population Fund (UNFPA). (2022). Manual of Demographic Estimation: A Toolkit for Civil Registration and Vital Statistics (CRVS) Systems. Retrieved from https://demographicestimation.iussp.org/

GLM-4.7

Zhipu AI

6.6s

The comprehensive digital resource is the *Tools for Demographic Estimation*, developed jointly by the IUSSP and UNFPA. The specific section dedicated to the "Evaluation and correction of fertility data" was authored by M. J. D. (Neil) Howell. The complete suggested citation for the parent volume is: Moultrie, T. A., R. E. Dorrington, A. G. Hill, K. Hill, I. M. Timæus, and B. Zaba (eds.). 2013. *Tools for Demographic Estimation*. Paris: International Union for the Scientific Study of Population. ## References [1] IUSSP. "Tools for Demographic Estimation." https://demographicestimation.iussp.org/ (accessed October 26, 2023). [2] Moultrie, T. A., et al., eds. 2013. *Tools for Demographic Estimation*. IUSSP.