musician_life_event

When a musician question describes distinctive personal experiences rather than discography clues. The most distinctive ...

github

actor_euro_french_wiki

When you have identified a European (especially French) actor's stage name but cannot find their full birth name in Engl...

github

blog_entity_chain

When a question involves a chain of related entities — e.g., an article's author mentions a person who appeared in a fil...

github

historical_term_translate

When the question describes historical events using indirect language rather than proper nouns (e.g., "exaggerate facts ...

github

tv_crew_cross

When the question mentions that the director, writer, or showrunner of the target series also worked on another identifi...

github

musician_award_cross

When a musician question mentions Grammy nominations, wins, or other music awards — or when the artist's award history c...

github

historical_candidate_verify

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

github

cricket_scorecard

When a cricket question contains specific numerical scoring data — runs scored, wickets taken, overs bowled, balls faced...

github

game_developer_hub

When the question describes the game's development company indirectly — through the meaning of its name (e.g., "named af...

github

actor_indian_hypothesis

When the question describes an Indian/Bollywood actor through indirect clues (awards, controversies, family ties, film r...

github

football_entity_hypothesis

When search results surface a candidate player or club name that might be the answer, or when you can infer a likely ent...

github

actor_indian_family

When the question points to the target Indian actor indirectly through family members (father, grandfather, spouse, in-l...

github

crime_case_identify

When the question describes a criminal or legal case and you need to identify the specific incident before answering det...

github

band_cultural_breadth

When a band question suggests a non-Western music scene — African rock, Turkish rock, or other non-mainstream contexts. ...

github

cricket_tournament_team

When a cricket question references a tournament (IPL, ICC, ODI, U-19 World Cup, Test) or provides team clues. Cricket is...

github

football_lead_tracking

Every time a search returns results containing player names, club names, or match references that could be relevant to t...

github

paper_author_tracking

When initial searches return candidate papers or author names, and you need to confirm the correct paper or find additio...

github

movie_entity_hypothesis

When question clues strongly suggest a specific entity (a particular director, actor, historical event, or movie) that y...

github

track_artist_first

When a music track question describes both the artist and track characteristics. Track names are usually too generic for...

github

football_constraint_decompose

When a football question has multiple layered constraints and you need to decide search order. Football questions typica...

github

band_member_experience

When a band question describes distinctive personal experiences of members rather than the band's discography. Members' ...

github

blog_personal_detail

When a question describes a blog or personal article that mentions unique personal habits, routines, or life experiences...

github

crime_non_english

When clues suggest the crime occurred in a non-English-speaking country (Thailand, Malaysia, Philippines, Latin America,...

github

bio_chemical_numeric

When a question mentions specific chemical compounds, concentration values (e.g., "0.330 mg/100g"), synonym counts, or o...

github