dingxingdi/paper_fast_search_backup/evidence-triage-and-reconciliation

Skill: evidence triage and reconciliation

1. Capability Definition & Real Case

• Professional Definition: The ability to sort through conflicting, noisy, outdated, or superficially plausible evidence and reconcile it into a correct conclusion by weighing trustworthiness, temporal validity, and relevance.
• Dimension Hierarchy: Open-Web Information Seeking->Evidence Reasoning->evidence triage and reconciliation

Real Case

[Case 1]

• Initial Environment: A live web search environment where search results include superficially convincing snippets, financial news pages, and market-cap milestone reports from different dates.
• Real Question: Which company most recently surpassed a $1 trillion market capitalization for the first time in its history?
• Real Answer: Berkshire Hathaway
• Why this demonstrates the capability: A naive answer can be pulled from an appealing but temporally incomplete snippet about Broadcom. A correct solution requires recognizing that multiple companies crossed the threshold at different times, then reconciling their dates to identify the most recent first-time event. The capability is tested by whether the agent can treat high-surface-relevance results as hypotheses to be checked rather than truths to be copied.

Pipeline Execution Instructions

To synthesize data for this capability, you must strictly follow a 3-phase pipeline. Do not hallucinate steps. Read the corresponding reference file for each phase sequentially:

1. Phase 1: Environment Exploration

Read the exploration guidelines to discover raw knowledge seeds: references/EXPLORATION.md

1. Phase 2: Trajectory Selection

Once Phase 1 is complete, read the selection criteria to evaluate the trajectory: references/SELECTION.md

1. Phase 3: Data Synthesis

Once a trajectory passes Phase 2, read the synthesis instructions to generate the final data: references/SYNTHESIS.md