Author Archive

Saturday, January 18th, 2025

Talpa Gets Better

We’ve just released an update to Talpa Search, our groundbreaking new way to search for books and other media in libraries. In other words, Talpa is better, so patrons will come away happier!

The update involves a decent improvement when looking for older books, and a big improvement when searching for newer books. The changes essentially eliminate Talpa’s “recency problem”—being better at finding older books than newer books. Newer books now get nearly the same benchmark scores as older books.

Here’s a graph of Talpa’s performance on the “What’s That Book?” benchmark, a set of 200 test searches we released last week. In this set each search has a single answer, which should (ideally) rank first in the results too. The new results are compared to the system in place yesterday, which dates mostly to August 2024. The full data—all 200 questions, answers and scores are at the end of this blog post.

Scoring
For all books, Talpa scores have improved from 75.8% to 91%. For older books, the score rose from 85.1% to 94.4%, and for newer books (published 2023–2024) from 66.5% to 87.5%—a 21% jump! 

Our scoring is simple. Fully 162 of the 200 of the searches got a score of 100%—the desired book was first in the results. For another 30, the desired book was among the results, but not in first place. These were scored with 80% for second place, 70% for third place, and on down to 40% for 6th place. Positions 7–20 were scored at 30%. 

The Hardest Ones
At present only eight searches are complete failures. See if you can get them. The answers are at the end of this post; each search is linked to its answer below.

  • “girl finds necklace and meets pink bunny robot”
  • “recent cartoon demon perspective book”
  • “World war 1 historical fantasy taking place in flanders”
  • “Magical realism, fiction, two boys who disappear for 6 months and can’t recall what happened”
  • “Fantasy fiction about books with different powers/magic”
  • “Sequel to YA fantasy about home for magical misfit children”
  • “Book where a girl has to walk or else she will die”
  • “thriller with cat and el morgan”

The “Non-Zero Scores” graph below shows the scores if any position is counted as a win. Talpa Search used to miss completely on 14% of benchmark searches. That number is now 4%. 

What’s Next?

We’re always looking to improve Talpa Search. Some of the projects we are working on include:

  • An update to the Talpa Cover Search, covering recent books and adding over 10 million covers.
  • Direct integration with popular library OPACs, making Talpa as seamless as any other library search.

Other improvements are about how we test and improve:

  • We will be publishing other “benchmark searches,” including one for movies and another for questions with 2+ good answers.
  • Now that we’ve hit 90% success, we need harder questions! We’re going to be asking LibraryThing members and libraries to come up with searches they think should have worked, but didn’t.

Thank you for reading, and stay tuned for further updates!

The Scores

The following are the 200 “What’s That Book?” searches. You can also fine this information in a text file.

Show all answers

Question 1

Q: children’s book boy baked into a cake

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 2

Q: retired female assassins

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 3

Q: internet social history washington post reporter

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 4

Q: popular serial killer novel set in missouri

A: Show answer

August 2024: 0% – Not in results list

January 2025: 60% – Position: 4

Question 5

Q: maine kids book with out of control donut machine

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 6

Q: seventh Cormoran Strike book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 7

Q: children’s book about dutch resistance and windmills

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 8

Q: tintin with yeti

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 9

Q: new gamache mystery

A: Show answer

August 2024: 100% – Position: 1

January 2025: 80% – Position: 2

Question 10

Q: World war 1 historical fantasy taking place in flanders

A: Show answer

August 2024: 30% – Position: 10

January 2025: 60% – Position: 4

Question 11

Q: artemis fowl graphic novel after eternity code

A: Show answer

August 2024: 80% – Position: 2

January 2025: 30% – Position: 10

Question 12

Q: orc buys coffee shop

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 13

Q: flat stanley in france

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 14

Q: new reagan bio

A: Show answer

August 2024: 70% – Position: 3

January 2025: 100% – Position: 1

Question 15

Q: historical fiction set in irish hospital during the great flu

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 16

Q: sequel to the sparrow

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 17

Q: ya mystery, dark academia, black author, missing roommate

A: Show answer

August 2024: 30% – Position: 7

January 2025: 100% – Position: 1

Question 18

Q: kids book where a boys best friend drowns

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 19

Q: Historical fiction about black bookbinder in victorian era

A: Show answer

August 2024: 60% – Position: 4

January 2025: 100% – Position: 1

Question 20

Q: Fiction, banned books in a southern town, little free library

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 21

Q: History of time between Lincoln’s election and the Civil War by popular author

A: Show answer

August 2024: 0% – Not in results list

January 2025: 70% – Position: 3

Question 22

Q: recent hot memoir of tech journalist

A: Show answer

August 2024: 30% – Position: 11

January 2025: 100% – Position: 1

Question 23

Q: patrick stewart bio

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 24

Q: novel where four strangers trap two gay dads and their daughter in a summer cabin

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 25

Q: that book about hunting a whale

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 26

Q: Campus novel about undocumented student at harvard university

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 27

Q: academic book about “paradigm shifts” in science

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 28

Q: throwing muses memoir

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 29

Q: picture book with no words about a snowman

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 30

Q: woman manages hotel on Nantucket that has a ghost

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 31

Q: Recent memoir of author who was stabbed

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 32

Q: children’s book about boy throwing things into a tree

A: Show answer

August 2024: 70% – Position: 3

January 2025: 0% – Not in results list

Question 33

Q: steampunk in victorian london with Japanese watchmaker

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 34

Q: Marvel universe novel about retired superhero turned private investigator

A: Show answer

August 2024: 100% – Position: 4

January 2025: 100% – Position: 1

Question 35

Q: Fantasy fiction about books with different powers/magic

A: Show answer

August 2024: 0% – Not in results list

January 2025: 0% – Not in results list

Question 36

Q: book about gay friends and AIDs in 1980s Chicago

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 37

Q: science fiction novel where Greek and Chinese science are both true

A: Show answer

August 2024: 0% – Not in results list

January 2025: 70% – Position: 3

Question 38

Q: vanderbeekers

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 39

Q: Historical fantasy about servant with magical powers, set during Spanish Golden Age

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 40

Q: second roselynde chronicles

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 41

Q: Fiction romance about a stand up comedian trying to figure out his breakup

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 42

Q: french elephant lives in the city

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 43

Q: barefoot contessa memoir

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 44

Q: series with 3 orphan kids first book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 45

Q: estranged, grieving brothers in ireland

A: Show answer

August 2024: 30% – Position: 15

January 2025: 100% – Position: 1

Question 46

Q: obituaries from an AI

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 47

Q: third sylvia day crossfire book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 48

Q: New sci fi about robot girlfriend

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 49

Q: men coming out of the attic

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 50

Q: late show host cookbook

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 51

Q: Literary fiction about queer iranian immigrant guy

A: Show answer

August 2024: 50% – Position: 5

January 2025: 100% – Position: 1

Question 52

Q: picture book about ducks in boston

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 53

Q: book about AI from One Useful Thing guy

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 54

Q: Fiction about teen girl boxers in Reno, nevada

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 55

Q: Exploration of plants’ intelligence, nonfiction

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 56

Q: Mystery novel about girl filming documentary about her missing mother

A: Show answer

August 2024: 30% – Position: 14

January 2025: 100% – Position: 1

Question 57

Q: memoir of prince harry

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 58

Q: Non-fiction book about widow discovering husband’s secret life

A: Show answer

August 2024: 60% – Position: 4

January 2025: 30% – Position: 7

Question 59

Q: man turns into a cochroach

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 60

Q: tintin book after Explorers on the Moon

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 61

Q: amis book where soviets control britain

A: Show answer

August 2024: 100% – Position: 1

January 2025: 80% – Position: 2

Question 62

Q: maine kids book where hero has a pet skunk

A: Show answer

August 2024: 0% – Not in results list

January 2025: 50% – Position: 5

Question 63

Q: Teenager disappears from Adirondack summer camp

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 64

Q: most recent starlight’s shadow book

A: Show answer

August 2024: 50% – Position: 5

January 2025: 100% – Position: 1

Question 65

Q: Fantasy about fox spirit girl in manchuria

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 66

Q: Book where a girl has to walk or else she will die

A: Show answer

August 2024: 0% – Not in results list

January 2025: 0% – Not in results list

Question 67

Q: all art is alive comic

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 68

Q: popular history of period after bronze age collapse

A: Show answer

August 2024: 80% – Position: 2

January 2025: 80% – Position: 2

Question 69

Q: nonfiction crack cocaine era

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 70

Q: memoir by paul fussell’s son

A: Show answer

August 2024: 0% – Not in results list

January 2025: 70% – Position: 3

Question 71

Q: book that is an allegory of genesis story in california

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 72

Q: woman in office accidentally gains access to coworkers’ emails

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 73

Q: thriller with cat and el morgan

A: Show answer

August 2024: 0% – Not in results list

January 2025: 0% – Not in results list

Question 74

Q: Croatian children’s book about a brave shoemaker’s apprentice

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 75

Q: murderbot book after network effect

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 76

Q: Navalny book

A: Show answer

August 2024: 100% – Position: 3

January 2025: 100% – Position: 1

Question 77

Q: that dystopian book with jonas and gabriel

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 78

Q: sequel to jurrasic park book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 79

Q: ancient greek dream manual

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 80

Q: book from perspective of velociraptor

A: Show answer

August 2024: % – Not in results list

January 2025: % – Not in results list

Question 81

Q: french girl makes deal with devil becomes immortal

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 82

Q: sequel to To Tame a Sheikh

A: Show answer

August 2024: 100% – Position: 1

January 2025: 80% – Position: 2

Question 83

Q: Popular 2024 romance book about children’s librarian

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 84

Q: dolly parton and sister cookbook

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 85

Q: book that became american fiction movie

A: Show answer

August 2024: 0% – Not in results list

January 2025: 40% – Position: 6

Question 86

Q: picture book about axolotls

A: Show answer

August 2024: 100% – Position: 4

January 2025: 100% – Position: 5

Question 87

Q: childrens books about chihuahua with giant ears second book

A: Show answer

August 2024: 80% – Position: 2

January 2025: 80% – Position: 2

Question 88

Q: most recent kingsbridge book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 89

Q: historical fiction boston journalist wwii

A: Show answer

August 2024: 0% – Not in results list

January 2025: 60% – Position: 4

Question 90

Q: heinlein novel where kids are trapped on an alien planet

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 91

Q: Memoir of a woman whos husband died while running a half marathon

A: Show answer

August 2024: 30% – Position: 9

January 2025: 80% – Position: 2

Question 92

Q: movie about guy who built the bomb

A: Show answer

August 2024: % – Not in results list

January 2025: % – Not in results list

Question 93

Q: sci-fi novel with telepathically-linked dogs in a medieval world

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 94

Q: romcom with bartender and librarian

A: Show answer

August 2024: 0% – Not in results list

January 2025: 80% – Position: 2

Question 95

Q: persian epic about creation and the gods

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 96

Q: New book on the history of hip hop

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 97

Q: poems about taylor swift songs

A: Show answer

August 2024: 60% – Position: 4

January 2025: 80% – Position: 2

Question 98

Q: prince harry memoir

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 99

Q: jesus wife papyrus hoax

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 100

Q: where’s my binkit

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 101

Q: children’s book with grandmother and bowl of mush

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 102

Q: bono memoir

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 103

Q: ya comedic novel about beauty queens stranded on desert island

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 104

Q: Nonfiction book about the science of successful communicators

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 105

Q: recent popular historical fiction about women in vietnam war

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 106

Q: sequel to 1177

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 107

Q: children’s book about a girl who spies on her friends and takes notes

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 108

Q: nurse in vietnam novel

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 109

Q: College friends reunite for week in Maine

A: Show answer

August 2024: 100% – Position: 1

January 2025: 70% – Position: 3

Question 110

Q: woman and iranian family argue about a house novel

A: Show answer

August 2024: 100% – Position: 1

January 2025: 70% – Position: 3

Question 111

Q: Newest Tana French novel

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 112

Q: stan lee graphic novel bio

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 113

Q: roald dahl book with kid in gypsy caravan

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 114

Q: book where all wheat and rice dies. it takes place in britain

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 115

Q: ex-amazon employee memoir

A: Show answer

August 2024: 100% – Position: 2

January 2025: 100% – Position: 1

Question 116

Q: The 22nd book in the Mitch Rapp series

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 117

Q: recent ireland dystopia novel

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 118

Q: rupaul new autobiography

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 119

Q: 2024 fantasy novel slavic folklore baba yaga

A: Show answer

August 2024: 30% – Position: 17

January 2025: 30% – Position: 7

Question 120

Q: british murder mystery where a fictional version of the author is a character

A: Show answer

August 2024: 50% – Position: 5

January 2025: 100% – Position: 1

Question 121

Q: 2024 nonfiction about memory by memory researcher

A: Show answer

August 2024: 30% – Position: 9

January 2025: 100% – Position: 1

Question 122

Q: recent book by calvin and hobbes creator

A: Show answer

August 2024: 80% – Position: 2

January 2025: 80% – Position: 2

Question 123

Q: Funny book about single mom who creates popular OnlyFans account

A: Show answer

August 2024: 30% – Position: 14

January 2025: 100% – Position: 1

Question 124

Q: contemporary novel about divorce in new york city, multiple narrators

A: Show answer

August 2024: 70% – Position: 3

January 2025: 100% – Position: 1

Question 125

Q: challenger book by chernobyl author

A: Show answer

August 2024: 70% – Position: 3

January 2025: 70% – Position: 3

Question 126

Q: romance novel about tv dating show with a plus sized lead

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 127

Q: Memoir of time in psych ward, reading books by fellow mad women

A: Show answer

August 2024: 60% – Position: 4

January 2025: 30% – Position: 9

Question 128

Q: collection with tower of babylon story

A: Show answer

August 2024: 100% – Position: 1

January 2025: 80% – Position: 2

Question 129

Q: writing advice from steven king

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 130

Q: crichton book with the nanotech

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 131

Q: peter brown autobiography

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 132

Q: Mystery set on a reality tv love island dating show

A: Show answer

August 2024: 50% – Position: 5

January 2025: 100% – Position: 1

Question 133

Q: Retelling of Huck Finn from Jim’s point of view

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 134

Q: Sequel to YA fantasy about home for magical misfit children

A: Show answer

August 2024: 0% – Not in results list

January 2025: 0% – Not in results list

Question 135

Q: novel Rushdie wrote after the knife attack

A: Show answer

August 2024: 80% – Position: 2

January 2025: 80% – Position: 2

Question 136

Q: Romance about girl who loves pro golfer

A: Show answer

August 2024: 40% – Position: 6

January 2025: 100% – Position: 1

Question 137

Q: second book of Meier’s Marginal Jew

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 138

Q: living boy meets grandfather in ghost world

A: Show answer

August 2024: 70% – Position: 3

January 2025: 100% – Position: 1

Question 139

Q: what is the third bond book?

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 140

Q: gisele cookbook

A: Show answer

August 2024: 100% – Position: 2

January 2025: 100% – Position: 1

Question 141

Q: romance with Derek Pender

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 142

Q: Alphabetical essays on climate change

A: Show answer

August 2024: 30% – Position: 7

January 2025: 80% – Position: 2

Question 143

Q: Robot girlfriend discovers autonomy

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 144

Q: recent book about captain cook’s last voyage

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 145

Q: Historical fiction about the panama canal construction and people involved

A: Show answer

August 2024: 30% – Position: 7

January 2025: 80% – Position: 2

Question 146

Q: romance prince of england and son of the president

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 147

Q: Female friends at D.C. boarding house duringheight of McCarthyism

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 148

Q: Magical realism, fiction, two boys who disappear for 6 months and can’t recall what happened

A: Show answer

August 2024: 0% – Not in results list

January 2025: 0% – Not in results list

Question 149

Q: literary novel about a life-long friendship of two video game developers

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 150

Q: popular book on bronze-age collapse

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 151

Q: buckbeak

A: Show answer

August 2024: 100% – Position: 1

January 2025: 80% – Position: 2

Question 152

Q: recent book about REM

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 153

Q: recent book on nuclear war

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 154

Q: recent cartoon demon perspective book

A: Show answer

August 2024: 0% – Not in results list

January 2025: 0% – Not in results list

Question 155

Q: romance where justin has a reddit curse

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 156

Q: what is the sequel to Sunset of the Sabertooth

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 157

Q: graphic novel youth group fights demons

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 158

Q: New book from author of fleishman is in trouble

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 159

Q: ya novel about young woman on pirate ship, mutiny

A: Show answer

August 2024: 30% – Position: 7

January 2025: 70% – Position: 3

Question 160

Q: graphic novel boxer rebellion

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 161

Q: Next book in sister holiday series

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 162

Q: last book in murakami rat series

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 163

Q: Book about invisible woman whos brother is a suspect in a murder

A: Show answer

August 2024: 30% – Position: 19

January 2025: 60% – Position: 4

Question 164

Q: fantasy with linus baker

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 165

Q: girl finds necklace and meets pink bunny robot

A: Show answer

August 2024: 0% – Not in results list

January 2025: 0% – Not in results list

Question 166

Q: New Arthurian epic

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 167

Q: that octopus friendship novel

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 168

Q: orphan girl always looks on the bright side of things

A: Show answer

August 2024: 50% – Position: 5

January 2025: 100% – Position: 1

Question 169

Q: khan academy book about AI

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 170

Q: Murder mystery about three foster sisters and a body found in their foster home

A: Show answer

August 2024: 100% – Position: 1

January 2025: 70% – Position: 3

Question 171

Q: beginning chapter book mystery series about a girl with a photographic memory

A: Show answer

August 2024: 30% – Position: 7

January 2025: 100% – Position: 1

Question 172

Q: official biography of steve jobs

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 173

Q: book about a serial killer in chicago during the chicago world’s fair

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 174

Q: book where girl eats manna from heaven

A: Show answer

August 2024: 0% – Not in results list

January 2025: 80% – Position: 2

Question 175

Q: 2024 national book award novel

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 176

Q: zombie book with “hungries”

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 177

Q: Romance where she gets the expiration date of the relationships she starts

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 178

Q: martha ballard mystery

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 179

Q: last book in dune caladan trilogy

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 180

Q: aliens arrive in medieval Germany

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 181

Q: lesbian taxidermist in florida

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 182

Q: book about witches in the suffrage movement

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 183

Q: hellboy rpg

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 184

Q: Pre-civil war philadelphia maid and abolotionist girl help enslaved girl escape

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 185

Q: graphic novel memoir set in a funeral home

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 186

Q: second tintin book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 187

Q: dear sugar book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 188

Q: time travel bureaucracy in england

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 189

Q: roadtrip to visit sites of political assassinations

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 190

Q: second Molly american girl book

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 191

Q: book about woman who lives in sand pit

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 192

Q: taylor swift book be rolling stone reporter

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 193

Q: irish novel with tightrope walk between Twin Towers

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 194

Q: children’s book with easter bunny mother

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 195

Q: the fifth frontiers saga book

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 196

Q: dystopian novel with big brother

A: Show answer

August 2024: 80% – Position: 2

January 2025: 100% – Position: 1

Question 197

Q: historical murder mystery set in san francisco with a gay ex-cop

A: Show answer

August 2024: 0% – Not in results list

January 2025: 80% – Position: 2

Question 198

Q: cerulean sea sequel

A: Show answer

August 2024: 100% – Position: 1

January 2025: 100% – Position: 1

Question 199

Q: Magical realism-western about Mexican man in Texas trying to save his family

A: Show answer

August 2024: 0% – Not in results list

January 2025: 100% – Position: 1

Question 200

Q: literary fiction about the making of the Oxford English Dictionary

A: Show answer

August 2024: 60% – Position: 4

January 2025: 100% – Position: 1

Labels: Talpa Search

Monday, January 13th, 2025

Two Hundred Benchmark Searches for Talpa Search

In the next few days we’re releasing an update to Talpa Search—a major jump in Talpa’s ability to find books and other media within library catalogs.

Today we’re released a set of 200 “benchmark,” or test searches. Together with hundreds more, these are the searches we use to assess Talpa’s quality, test particular tweaks and features, and track Talpa’s improvement over time.

This set is named “What’s that book?” It consists of 200 searches, each of which has a single best answer. For example, the best answer to the search “prince harry memoir” is Spare . They were created by LibraryThing staff, generally about their own books, or books they know well.

By “best answer” we don’t mean the questions are all easy, or even clear. Some examples:

The searches cover different types of searches:

Talpa handles some other broad types, such as date-restricted titles (“1980s teen films”), author searches (“Lisa Carey”) and subjects (“persian art”), but these don’t have a single best answer, so they’re not included in this set.

We’ve included typos and spelling mistakes, because a good system should be able to handle these:

We’ve tried to include different ways a patron might word their search:

To mirror patron’s interest, half the set are to new books, published 2023–2024. The other half are published before 2023. Although Talpa Search can handle movies and music, only book searches are included in this set.

That’s it!

For fun, we’ve hidden the answers so you can test yourself. If you want all the answers unhidden, click show all answers. The searches are also available as a text file, here.

If you find any problems, let us know!

The Queries

Show all answers

Question 1

Q: children’s book boy baked into a cake

A: Show answer

Score: 100 – Position: 1

Question 2

Q: retired female assassins

A: Show answer

Score: 100 – Position: 1

Question 3

Q: internet social history washington post reporter

A: Show answer

Score: 100 – Position: 1

Question 4

Q: popular serial killer novel set in missouri

A: Show answer

Score: 0 – Not in results list.

Question 5

Q: maine kids book with out of control donut machine

A: Show answer

Score: 80 – Position: 2

Question 6

Q: seventh Cormoran Strike book

A: Show answer

Score: 100 – Position: 1

Question 7

Q: children’s book about dutch resistance and windmills

A: Show answer

Score: 100 – Position: 1

Question 8

Q: tintin with yeti

A: Show answer

Score: 100 – Position: 1

Question 9

Q: new gamache mystery

A: Show answer

Score: 100 – Position: 1

Question 10

Q: World war 1 historical fantasy taking place in flanders

A: Show answer

Score: 30 – Position: 10

Question 11

Q: artemis fowl graphic novel after eternity code

A: Show answer

Score: 80 – Position: 2

Question 12

Q: orc buys coffee shop

A: Show answer

Score: 100 – Position: 1

Question 13

Q: flat stanley in france

A: Show answer

Score: 100 – Position: 1

Question 14

Q: new reagan bio

A: Show answer

Score: 70 – Position: 3

Question 15

Q: historical fiction set in irish hospital during the great flu

A: Show answer

Score: 100 – Position: 1

Question 16

Q: sequel to the sparrow

A: Show answer

Score: 100 – Position: 1

Question 17

Q: ya mystery, dark academia, black author, missing roommate

A: Show answer

Score: 30 – Position: 7

Question 18

Q: kids book where a boys best friend drowns

A: Show answer

Score: 80 – Position: 2

Question 19

Q: Historical fiction about black bookbinder in victorian era

A: Show answer

Score: 60 – Position: 4

Question 20

Q: Fiction, banned books in a southern town, little free library

A: Show answer

Score: 100 – Position: 1

Question 21

Q: History of time between Lincoln’s election and the Civil War by popular author

A: Show answer

Score: 0 – Not in results list.

Question 22

Q: recent hot memoir of tech journalist

A: Show answer

Score: 30 – Position: 11

Question 23

Q: patrick stewart bio

A: Show answer

Score: 100 – Position: 1

Question 24

Q: novel where four strangers trap two gay dads and their daughter in a summer cabin

A: Show answer

Score: 100 – Position: 1

Question 25

Q: that book about hunting a whale

A: Show answer

Score: 100 – Position: 1

Question 26

Q: Campus novel about undocumented student at harvard university

A: Show answer

Score: 0 – Not in results list.

Question 27

Q: academic book about “paradigm shifts” in science

A: Show answer

Score: 100 – Position: 1

Question 28

Q: throwing muses memoir

A: Show answer

Score: 100 – Position: 1

Question 29

Q: picture book with no words about a snowman

A: Show answer

Score: 100 – Position: 1

Question 30

Q: woman manages hotel on Nantucket that has a ghost

A: Show answer

Score: 100 – Position: 1

Question 31

Q: Recent memoir of author who was stabbed

A: Show answer

Score: 100 – Position: 1

Question 32

Q: children’s book about boy throwing things into a tree

A: Show answer

Score: 70 – Position: 3

Question 33

Q: steampunk in victorian london with Japanese watchmaker

A: Show answer

Score: 100 – Position: 1

Question 34

Q: Marvel universe novel about retired superhero turned private investigator

A: Show answer

Score: 100 – Position: 4

Question 35

Q: Fantasy fiction about books with different powers/magic

A: Show answer

Score: 0 – Not in results list.

Question 36

Q: book about gay friends and AIDs in 1980s Chicago

A: Show answer

Score: 100 – Position: 1

Question 37

Q: science fiction novel where Greek and Chinese science are both true

A: Show answer

Score: 0 – Not in results list.

Question 38

Q: vanderbeekers

A: Show answer

Score: 100 – Position: 1

Question 39

Q: Historical fantasy about servant with magical powers, set during Spanish Golden Age

A: Show answer

Score: 0 – Not in results list.

Question 40

Q: second roselynde chronicles

A: Show answer

Score: 80 – Position: 2

Question 41

Q: Fiction romance about a stand up comedian trying to figure out his breakup

A: Show answer

Score: 100 – Position: 1

Question 42

Q: french elephant lives in the city

A: Show answer

Score: 80 – Position: 2

Question 43

Q: barefoot contessa memoir

A: Show answer

Score: 100 – Position: 1

Question 44

Q: series with 3 orphan kids first book

A: Show answer

Score: 100 – Position: 1

Question 45

Q: estranged, grieving brothers in ireland

A: Show answer

Score: 30 – Position: 15

Question 46

Q: obituaries from an AI

A: Show answer

Score: 80 – Position: 2

Question 47

Q: third sylvia day crossfire book

A: Show answer

Score: 100 – Position: 1

Question 48

Q: New sci fi about robot girlfriend

A: Show answer

Score: 100 – Position: 1

Question 49

Q: men coming out of the attic

A: Show answer

Score: 80 – Position: 2

Question 50

Q: late show host cookbook

A: Show answer

Score: 0 – Not in results list.

Question 51

Q: Literary fiction about queer iranian immigrant guy

A: Show answer

Score: 50 – Position: 5

Question 52

Q: picture book about ducks in boston

A: Show answer

Score: 100 – Position: 1

Question 53

Q: book about AI from One Useful Thing guy

A: Show answer

Score: 80 – Position: 2

Question 54

Q: Fiction about teen girl boxers in Reno, nevada

A: Show answer

Score: 0 – Not in results list.

Question 55

Q: Exploration of plants’ intelligence, nonfiction

A: Show answer

Score: 100 – Position: 1

Question 56

Q: Mystery novel about girl filming documentary about her missing mother

A: Show answer

Score: 30 – Position: 14

Question 57

Q: memoir of prince harry

A: Show answer

Score: 100 – Position: 1

Question 58

Q: Non-fiction book about widow discovering husband’s secret life

A: Show answer

Score: 60 – Position: 4

Question 59

Q: man turns into a cochroach

A: Show answer

Score: 100 – Position: 1

Question 60

Q: tintin book after Explorers on the Moon

A: Show answer

Score: 100 – Position: 1

Question 61

Q: amis book where soviets control britain

A: Show answer

Score: 100 – Position: 1

Question 62

Q: maine kids book where hero has a pet skunk

A: Show answer

Score: 0 – Not in results list.

Question 63

Q: Teenager disappears from Adirondack summer camp

A: Show answer

Score: 100 – Position: 1

Question 64

Q: most recent starlight’s shadow book

A: Show answer

Score: 50 – Position: 5

Question 65

Q: Fantasy about fox spirit girl in manchuria

A: Show answer

Score: 100 – Position: 1

Question 66

Q: Book where a girl has to walk or else she will die

A: Show answer

Score: 0 – Not in results list.

Question 67

Q: all art is alive comic

A: Show answer

Score: 0 – Not in results list.

Question 68

Q: popular history of period after bronze age collapse

A: Show answer

Score: 80 – Position: 2

Question 69

Q: nonfiction crack cocaine era

A: Show answer

Score: 100 – Position: 1

Question 70

Q: memoir by paul fussell’s son

A: Show answer

Score: 0 – Not in results list.

Question 71

Q: book that is an allegory of genesis story in california

A: Show answer

Score: 100 – Position: 1

Question 72

Q: woman in office accidentally gains access to coworkers’ emails

A: Show answer

Score: 100 – Position: 1

Question 73

Q: thriller with cat and el morgan

A: Show answer

Score: 0 – Not in results list.

Question 74

Q: Croatian children’s book about a brave shoemaker’s apprentice

A: Show answer

Score: 100 – Position: 1

Question 75

Q: murderbot book after network effect

A: Show answer

Score: 100 – Position: 1

Question 76

Q: Navalny book

A: Show answer

Score: 100 – Position: 3

Question 77

Q: that dystopian book with jonas and gabriel

A: Show answer

Score: 80 – Position: 2

Question 78

Q: sequel to jurrasic park book

A: Show answer

Score: 100 – Position: 1

Question 79

Q: ancient greek dream manual

A: Show answer

Score: 100 – Position: 1

Question 80

Q: french girl makes deal with devil becomes immortal

A: Show answer

Score: 100 – Position: 1

Question 81

Q: sequel to To Tame a Sheikh

A: Show answer

Score: 100 – Position: 1

Question 82

Q: Popular 2024 romance book about children’s librarian

A: Show answer

Score: 100 – Position: 1

Question 83

Q: dolly parton and sister cookbook

A: Show answer

Score: 100 – Position: 1

Question 84

Q: book that became american fiction movie

A: Show answer

Score: 0 – Not in results list.

Question 85

Q: picture book about axolotls

A: Show answer

Score: 100 – Position: 4

Question 86

Q: childrens books about chihuahua with giant ears second book

A: Show answer

Score: 80 – Position: 2

Question 87

Q: most recent kingsbridge book

A: Show answer

Score: 100 – Position: 1

Question 88

Q: historical fiction boston journalist wwii

A: Show answer

Score: 0 – Not in results list.

Question 89

Q: heinlein novel where kids are trapped on an alien planet

A: Show answer

Score: 100 – Position: 1

Question 90

Q: Memoir of a woman whos husband died while running a half marathon

A: Show answer

Score: 30 – Position: 9

Question 91

Q: sci-fi novel with telepathically-linked dogs in a medieval world

A: Show answer

Score: 80 – Position: 2

Question 92

Q: romcom with bartender and librarian

A: Show answer

Score: 0 – Not in results list.

Question 93

Q: persian epic about creation and the gods

A: Show answer

Score: 100 – Position: 1

Question 94

Q: New book on the history of hip hop

A: Show answer

Score: 100 – Position: 1

Question 95

Q: poems about taylor swift songs

A: Show answer

Score: 60 – Position: 4

Question 96

Q: prince harry memoir

A: Show answer

Score: 100 – Position: 1

Question 97

Q: jesus wife papyrus hoax

A: Show answer

Score: 100 – Position: 1

Question 98

Q: where’s my binkit

A: Show answer

Score: 100 – Position: 1

Question 99

Q: children’s book with grandmother and bowl of mush

A: Show answer

Score: 100 – Position: 1

Question 100

Q: bono memoir

A: Show answer

Score: 100 – Position: 1

Question 101

Q: ya comedic novel about beauty queens stranded on desert island

A: Show answer

Score: 100 – Position: 1

Question 102

Q: Nonfiction book about the science of successful communicators

A: Show answer

Score: 100 – Position: 1

Question 103

Q: recent popular historical fiction about women in vietnam war

A: Show answer

Score: 100 – Position: 1

Question 104

Q: sequel to 1177

A: Show answer

Score: 100 – Position: 1

Question 105

Q: children’s book about a girl who spies on her friends and takes notes

A: Show answer

Score: 100 – Position: 1

Question 106

Q: nurse in vietnam novel

A: Show answer

Score: 100 – Position: 1

Question 107

Q: College friends reunite for week in Maine

A: Show answer

Score: 100 – Position: 1

Question 108

Q: fourth magic treehouse

A: Show answer

Score: 100 – Position: 1

Question 109

Q: woman and iranian family argue about a house novel

A: Show answer

Score: 100 – Position: 1

Question 110

Q: Newest Tana French novel

A: Show answer

Score: 100 – Position: 1

Question 111

Q: stan lee graphic novel bio

A: Show answer

Score: 100 – Position: 1

Question 112

Q: roald dahl book with kid in gypsy caravan

A: Show answer

Score: 100 – Position: 1

Question 113

Q: book where all wheat and rice dies. it takes place in britain

A: Show answer

Score: 100 – Position: 1

Question 114

Q: ex-amazon employee memoir

A: Show answer

Score: 100 – Position: 2

Question 115

Q: The 22nd book in the Mitch Rapp series

A: Show answer

Score: 100 – Position: 1

Question 116

Q: recent ireland dystopia novel

A: Show answer

Score: 100 – Position: 1

Question 117

Q: rupaul new autobiography

A: Show answer

Score: 100 – Position: 1

Question 118

Q: 2024 fantasy novel slavic folklore baba yaga

A: Show answer

Score: 30 – Position: 17

Question 119

Q: british murder mystery where a fictional version of the author is a character

A: Show answer

Score: 50 – Position: 5

Question 120

Q: 2024 nonfiction about memory by memory researcher

A: Show answer

Score: 30 – Position: 9

Question 121

Q: recent book by calvin and hobbes creator

A: Show answer

Score: 80 – Position: 2

Question 122

Q: Funny book about single mom who creates popular OnlyFans account

A: Show answer

Score: 30 – Position: 14

Question 123

Q: contemporary novel about divorce in new york city, multiple narrators

A: Show answer

Score: 70 – Position: 3

Question 124

Q: challenger book by chernobyl author

A: Show answer

Score: 70 – Position: 3

Question 125

Q: romance novel about tv dating show with a plus sized lead

A: Show answer

Score: 100 – Position: 1

Question 126

Q: Memoir of time in psych ward, reading books by fellow mad women

A: Show answer

Score: 60 – Position: 4

Question 127

Q: collection with tower of babylon story

A: Show answer

Score: 100 – Position: 1

Question 128

Q: writing advice from steven king

A: Show answer

Score: 100 – Position: 1

Question 129

Q: crichton book with the nanotech

A: Show answer

Score: 100 – Position: 1

Question 130

Q: peter brown autobiography

A: Show answer

Score: 100 – Position: 1

Question 131

Q: Mystery set on a reality tv love island dating show

A: Show answer

Score: 50 – Position: 5

Question 132

Q: Retelling of Huck Finn from Jim’s point of view

A: Show answer

Score: 100 – Position: 1

Question 133

Q: Sequel to YA fantasy about home for magical misfit children

A: Show answer

Score: 0 – Not in results list.

Question 134

Q: novel Rushdie wrote after the knife attack

A: Show answer

Score: 80 – Position: 2

Question 135

Q: Romance about girl who loves pro golfer

A: Show answer

Score: 40 – Position: 6

Question 136

Q: second book of Meier’s Marginal Jew

A: Show answer

Score: 100 – Position: 1

Question 137

Q: living boy meets grandfather in ghost world

A: Show answer

Score: 70 – Position: 3

Question 138

Q: what is the third bond book?

A: Show answer

Score: 100 – Position: 1

Question 140

Q: romance with Derek Pender

A: Show answer

Score: 100 – Position: 1

Question 141

Q: Alphabetical essays on climate change

A: Show answer

Score: 30 – Position: 7

Question 142

Q: Robot girlfriend discovers autonomy

A: Show answer

Score: 100 – Position: 1

Question 143

Q: recent book about captain cook’s last voyage

A: Show answer

Score: 100 – Position: 1

Question 144

Q: Historical fiction about the panama canal construction and people involved

A: Show answer

Score: 30 – Position: 7

Question 145

Q: romance prince of england and son of the president

A: Show answer

Score: 100 – Position: 1

Question 146

Q: Female friends at D.C. boarding house duringheight of McCarthyism

A: Show answer

Score: 0 – Not in results list.

Question 147

Q: Magical realism, fiction, two boys who disappear for 6 months and can’t recall what happened

A: Show answer

Score: 0 – Not in results list.

Question 148

Q: literary novel about a life-long friendship of two video game developers

A: Show answer

Score: 100 – Position: 1

Question 149

Q: popular book on bronze-age collapse

A: Show answer

Score: 100 – Position: 1

Question 150

Q: buckbeak

A: Show answer

Score: 100 – Position: 1

Question 151

Q: recent book about REM

A: Show answer

Score: 80 – Position: 2

Question 152

Q: recent book on nuclear war

A: Show answer

Score: 100 – Position: 1

Question 153

Q: recent cartoon demon perspective book

A: Show answer

Score: 0 – Not in results list.

Question 154

Q: romance where justin has a reddit curse

A: Show answer

Score: 0 – Not in results list.

Question 155

Q: what is the sequel to Sunset of the Sabertooth

A: Show answer

Score: 100 – Position: 1

Question 156

Q: graphic novel youth group fights demons

A: Show answer

Score: 80 – Position: 2

Question 157

Q: New book from author of fleishman is in trouble

A: Show answer

Score: 100 – Position: 1

Question 158

Q: ya novel about young woman on pirate ship, mutiny

A: Show answer

Score: 30 – Position: 7

Question 159

Q: graphic novel boxer rebellion

A: Show answer

Score: 100 – Position: 1

Question 160

Q: Next book in sister holiday series

A: Show answer

Score: 0 – Not in results list.

Question 161

Q: last book in murakami rat series

A: Show answer

Score: 100 – Position: 1

Question 162

Q: Book about invisible woman whos brother is a suspect in a murder

A: Show answer

Score: 30 – Position: 19

Question 163

Q: fantasy with linus baker

A: Show answer

Score: 100 – Position: 1

Question 164

Q: girl finds necklace and meets pink bunny robot

A: Show answer

Score: 0 – Not in results list.

Question 165

Q: New Arthurian epic

A: Show answer

Score: 100 – Position: 1

Question 166

Q: that octopus friendship novel

A: Show answer

Score: 80 – Position: 2

Question 167

Q: orphan girl always looks on the bright side of things

A: Show answer

Score: 50 – Position: 5

Question 168

Q: khan academy book about AI

A: Show answer

Score: 100 – Position: 1

Question 169

Q: Murder mystery about three foster sisters and a body found in their foster home

A: Show answer

Score: 100 – Position: 1

Question 170

Q: beginning chapter book mystery series about a girl with a photographic memory

A: Show answer

Score: 30 – Position: 7

Question 171

Q: official biography of steve jobs

A: Show answer

Score: 100 – Position: 1

Question 172

Q: book about a serial killer in chicago during the chicago world’s fair

A: Show answer

Score: 100 – Position: 1

Question 173

Q: book where girl eats manna from heaven

A: Show answer

Score: 0 – Not in results list.

Question 174

Q: 2024 national book award novel

A: Show answer

Score: 100 – Position: 1

Question 175

Q: zombie book with “hungries”

A: Show answer

Score: 100 – Position: 1

Question 176

Q: Romance where she gets the expiration date of the relationships she starts

A: Show answer

Score: 100 – Position: 1

Question 177

Q: martha ballard mystery

A: Show answer

Score: 80 – Position: 2

Question 178

Q: last book in dune caladan trilogy

A: Show answer

Score: 100 – Position: 1

Question 179

Q: aliens arrive in medieval Germany

A: Show answer

Score: 100 – Position: 1

Question 180

Q: lesbian taxidermist in florida

A: Show answer

Score: 100 – Position: 1

Question 181

Q: book about witches in the suffrage movement

A: Show answer

Score: 100 – Position: 1

Question 182

Q: hellboy rpg

A: Show answer

Score: 100 – Position: 1

Question 183

Q: Pre-civil war philadelphia maid and abolotionist girl help enslaved girl escape

A: Show answer

Score: 0 – Not in results list.

Question 184

Q: graphic novel memoir set in a funeral home

A: Show answer

Score: 100 – Position: 1

Question 185

Q: second tintin book

A: Show answer

Score: 100 – Position: 1

Question 186

Q: dear sugar book

A: Show answer

Score: 100 – Position: 1

Question 187

Q: time travel bureaucracy in england

A: Show answer

Score: 100 – Position: 1

Question 188

Q: roadtrip to visit sites of political assassinations

A: Show answer

Score: 100 – Position: 1

Question 189

Q: second Molly american girl book

A: Show answer

Score: 80 – Position: 2

Question 190

Q: book about woman who lives in sand pit

A: Show answer

Score: 100 – Position: 1

Question 192

Q: sam bankman fried book

A: Show answer

Score: 100 – Position: 1

Question 193

Q: irish novel with tightrope walk between Twin Towers

A: Show answer

Score: 100 – Position: 1

Question 194

Q: children’s book with easter bunny mother

A: Show answer

Score: 100 – Position: 1

Question 195

Q: the fifth frontiers saga book

A: Show answer

Score: 100 – Position: 1

Question 196

Q: dystopian novel with big brother

A: Show answer

Score: 80 – Position: 2

Question 197

Q: historical murder mystery set in san francisco with a gay ex-cop

A: Show answer

Score: 0 – Not in results list.

Question 198

Q: cerulean sea sequel

A: Show answer

Score: 100 – Position: 1

Question 199

Q: Magical realism-western about Mexican man in Texas trying to save his family

A: Show answer

Score: 0 – Not in results list.

Question 200

Q: literary fiction about the making of the Oxford English Dictionary

A: Show answer

Score: 60 – Position: 4

Labels: Talpa Search

Thursday, October 10th, 2024

LibraryThing in Your Language—Even British!

We’ve made some exciting changes and improvements to LibraryThing’s member-drive translations, first developed in 2006.

Try it out: Spanish, German, Dutch, French, Italian or British English! (Change back by clicking the name of the language you’re in at the top right of the screen.)

CataloGUE to your heart’s content!

It’s Working!

This blog post explains the changes, and why we made them. But the best justification is already evident: Members are finding and using LibraryThing in their language more than ever! Some 5% of members are already using our new “English (UK)” option. Another 5% are using LibraryThing in a (non-English) language.

Best of all, new, non-English members are up 50%, and I suspect we are also reeling in some new English members too! (It’s hard to tell, because TriviaThing is also reeling in new members.)

Goodbye All Those Domains

The core change is a big one: We’re phasing out our non-English domains, like LibraryThing.fr, LibraryThing.de and tr.LibraryThing.com, in favor of members chosing their preferred language on LibraryThing.com. Nothing is being taken away here—we’re just changing where you go! In fact, we’re adding some features (see below).

We’re getting rid of the non-English domains to improve your experience of the site. First, search engines never fully understood what we were doing, so English-language people were coming to LibraryThing off Google searches, and finding themselves on a site in Danish, or Catalan! (They’d leave.)

More importantly, we’re doing it to reduce our “non-human traffic”—the search-engines and AI bots that make up more than 50% of LibraryThing’s traffic. The AI bots in particular have been particularly wild, with rogue bots hitting us night and day. Unfortunatley, having some 50 separate domains meant 50 targets. Reducing this traffic will help us serve you—the “human” traffic—faster and better.

Feature Changes

Here’s a run down of the changes:

  • Language Switcher. Every page now shows your language. Click it to change your language, or to help us translate non-English languages.
  • British English. Do the Amrican “catalog” and “color” annoy you? We’ve added a new language, British English, called “English (UK)” in our language menu. Apparently you want it, because already 5% of members are using it!
  • Domain Forwarding. If you go to an old domain, like LibraryThing.fr, you’ll be forwarded to LibraryThing.com and asked if you want French or English.
  • Home Pages for Every Language. While you can change language on any page, each language also has its own, dedicated home page, like LibraryThing.com/t/fr (French), LibraryThing.com/t/de (German), or LibraryThing.com/t/gb (UK English). You can find them by changing languages before you sign in. You’ll also get them when you sign out. If you want to avoid changing languages again, bookmark your page.
  • Language Detection. When you go to a website like LibraryThing, your browser actually tells us your preferred language. Some websites just follow that, but we know a lot of our members straddle languages. So if, when you first come to LibraryThing, we detect a disconnect between what your browser wants and what you’re using, we ask you if you want to switch.
  • Better Translation Pages. Our Translations page is better in various small ways. If you are using a non-English language, it has new options to see and edit only machine-translated text.

Member Translated, with Help

Since 2006, translation has been in the hands of members. This hasn’t changed. But we’ve gone ahead and had a translation program have a go at untranslated text. Members can, of course, change these translations, and we’ve given them special tools to do.

The change is minimal for most of LibraryThing’s popular languages:

  • Spanish — 99.2% translated, 16.3% by machine
  • German — 99.5% translated, 1.5% by machine
  • Dutch — 99.3% translated, 2.3% by machine
  • French — 99.3% translated, 4.2% by machine
  • Italian — 99.6% translated, 0.4% by machine

For less-used languages, the percent is much higher:

  • Maori — 92.9% translated, 71.1% by machine
  • Korean — 92.5% translated, 88.9% by machine
  • Armenian — 92.1% translated, 90.9% by machine
  • Tagalog — 91.4% translated, 89.5% by machine
  • Welsh — 91.1% translated, 75.3% by machine

While human translation is best, these versions were seas of untranslated, yellow text. It’s a Catch 22—you can’t get new Armenian members if the site isn’t translated, and you can’t get it translated without Armenian members.(1)

Problems and Improvements

We are working on a few improvements:

  • Multiple Accounts. Some members appreciated being able to have one member on one language site, and another on another. I think it’s clear we need to get a “Switch account” feature, like Facebook and some other sites have.
  • AI is Meh. We are aware that machine translation isn’t ideal. If we have time, we will try to do it again, feeding in appropriate human-translated text, so we can be consistent on terms like “tags.” For now, however, if the translation annoys you—maybe that’s the prod we need to give you?
  • Cookies? The way we implemented languages, cookies, has various implications—some good, some bad. You can read more about this here.
  • Account-level Language Setting. If you want to set your account language, go to Account Settings. As many members have a dissonance between their account langauge and the language they actually use, you won’t be switched when you log in, but you will be asked if you want to switch.

For more on this change, and a lot of great suggestions read Talk > New Features > Big language changes.


1. There’s actually a wrinkle here in that it’s not about the total number of translated strings, but how often they are used. A site with only 50% of its strings translated could still be quite useful—if they were the RIGHT strings. Unfortunately, many languages had untranslated home pages. Nobody is going to join a site like that!

Labels: languages, translation

Thursday, August 29th, 2024

Talpa Search API Released

We’ve released an API for Talpa Search, our innovative new tool for finding books and other media using natural language.

An API allows computers to communicate with each other, enabling one organization’s service or data to be integrated into another’s.

Developers, such as library catalog vendors and booksellers, can use the Talpa Search API to integrate Talpa into their services and applications.

The Talpa Search API takes a query and returns simple JSON, with the results, including details like the result count and appropriate ISBNs and UPCs for the work. Libraries that subscribe to Talpa Search can also direct Talpa to use and prefer their own library’s holdings.

For more information, visit the API Documentation, or email us at talpa@librarything.com.

Labels: apis, Talpa Search

Tuesday, August 27th, 2024

Welcome Zeph!

LibraryThing is pleased to welcome Zephyros (ZephCraven) to the team as our new Member Specialist.

Zeph is eager to be working in the world of books and libraries after years of knowledge management, process development, and customer service experience. He will be helping members answer questions, keeping track of bugs, and getting familiar with all things LibraryThing and TinyCat.

Say “hello” to Zeph on the Welcome Zeph! Talk topic.

About Zeph

Zeph moved to Maine after some years in Kentucky, Washington, New York, and Italy. He studied folklore, history, and studio art at Sarah Lawrence College.

Zeph can be found insatiably cooking pasta in his Portland apartment or ridiculously sean-nós dancing at a local pub.

He is a lover of history and folklore tomes, with a side of murder mystery and queer sci-fi.

Some favorite authors: Ronald Hutton, Zora Neale Hurston, Madeline Miller, Ruth Ware, Tamora Pierce, Becky Chambers, Susanna Clarke, and Grady Hendrix.

LibraryThing: ZephCraven
Litsy: ZephCraven

Labels: employees