Candidate Hypothesis and Verification for Historical Figures

When to use

When initial searches return a candidate name, or when the clues strongly suggest a known historical figure and you can form a hypothesis before exhaustive searching.

Technique

When a candidate name emerges, immediately switch to targeted verification: search "[person name] [specific detail]" for each constraint. All must match.

If no candidate emerges, use cultural context (Japanese immigrants, American frontiersmen, Indian poets) to narrow the field, then verify when a candidate appears.

Checklist: (1) Time period. (2) Location. (3) Family details. (4) Events/achievements. (5) Remaining constraints.

Query Templates

• [person name] [specific detail] [year]
• [person name] children siblings "third child" family
• [person name] [cultural keywords: internment/frontier/homeopathy]

Worked Examples

Example

Candidate: Frank Hirata (from Hirata family, Japanese immigrant to Washington).

• Verify: "Frank Hirata Kazuma returned Japan marry 1916 1917 1918 1919 1920" — confirmed marriage trip
• Verify: "Hirata farmer hotelier Washington" — confirmed occupation
• Key: Expanded year ranges into specific year lists for better matching

Example

Candidate: Samuel Hahnemann (identified via "clay candlestick" detail).

• Verify: "Hahnemann childhood clay candlestick read books hiding" — confirmed childhood story
• Verify: "Hahnemann five children siblings third of five brothers sisters" — confirmed birth order
• Key: Each constraint verified independently to avoid false positives

Anti-pattern

Continuing broad searches after a candidate appears: Once you have a name, switch immediately to verification. Broad searches after candidate lock-in waste steps and may introduce confusion.