biographical-temporal-integration

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Ensures accurate entity identification by precisely integrating specific, less prominent biographical details with complex temporal event sequencing constraints.

wan19990901 By wan19990901 schedule Updated 2/24/2026

name: biographical-temporal-integration description: Ensures accurate entity identification by precisely integrating specific, less prominent biographical details with complex temporal event sequencing constraints. metadata: benchmark: browsecomp_cheatsheets_v2 source: /data/Research_dir/Memory/Procedual_Memory/Outputs/browsecomp_pairable.json

Layer 1: Metadata & Description

  • Description: Ensures accurate entity identification by precisely integrating specific, less prominent biographical details with complex temporal event sequencing constraints.

Layer 2: Guidelines

General Guidelines

  • Treat all biographical and temporal sequencing constraints as equally critical for identity.
  • Avoid implicit assumptions about an entity's biographical details or event timelines.
  • Do not favor entities based on general recognition or partial constraint satisfaction.
  • Ensure the precise alignment of event descriptions with specified temporal markers.

Specific Guidelines

  • Explicitly search for and confirm specific biographical details (e.g., 'youngest among siblings,' 'bullied in middle school') from reliable sources.
  • Verify the exact year and nature of 'first public attention' events, distinguishing from later major breakthroughs.
  • Confirm that the release window for 'most successful song' is strictly adhered to, and its success is relevant to the specified period.
  • Differentiate between a song's release date and the date it gained 'public attention' if the constraint specifies the latter.

Layer 3: Context

  • Problem Pattern: Failure to integrate less prominent biographical attributes with precise temporal event sequencing constraints, leading to selection of a partially matching but more generally prominent entity.
  • State Signature: An identified entity satisfies general or prominent attributes but fails to meet specific, less widely known biographical details or exact temporal event orderings.
  • Bypass Strategy:
    1. Extract all specific biographical attributes (e.g., family order, childhood experiences).
    2. Extract all precise temporal event sequencing constraints (e.g., specific year of first attention, release window for most successful work).
    3. Systematically validate each candidate entity against the combined set of these specific biographical and temporal sequencing constraints.
    4. Prioritize candidates that explicitly and precisely satisfy all such integrated constraints, regardless of their general prominence.
Install via CLI
npx skills add https://github.com/wan19990901/adk_agentskill --skill biographical-temporal-integration
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