Run: 2026-02-08-01KGYX51MEX5HSHCXW6Y43XJFY

Run Details

Model:: Claude Sonnet 4.5
Test:: Language Writing
Scenario:: Character dialogue (Hindi) in a story
Duration:: 13.2s
Cost:: $0.011571
Provider:: Amazon Bedrock

Evaluation summary

Score	Evaluator	Details Link
61.90%	Parse dialogue	(details)

Model input

System

You are an expert novel author in the cozy mystery genre.

Take the following details about characters/locations/... into account:
<character name="Selvi">
Selvi is a 30-year old college student on a study abroad program. Born in India, she is fluent in Hindi and does not yet know any English.
She enjoys landscape photography and is always seen with her camera.
</character>
<character name="Hunter">
Hunter is a 35-year old detective who is investigating a series of mysterious disappearances in the small town of Alborn, MN.
He is a former marine and has a no-nonsense attitude.
Hunter has no knowledge of Hindi, not even basic phrases.
</character>
<location name="Alborn, MN">
Alborne is a small town in the Midwest with a population of 3,000. It is known for its annual apple festival.
</location>

User/Human

Write the following scene:

Selvi is sitting at a cafe, looking at her camera. Hunter approaches her and asks her about a recent event in the town.
She responds troubled and shaken in Hindi, and Hunter looks confused.

They talk for a while, until Hunter gets a call and has to leave.

Return the dialogue between Selvi and Hunter as a voice sheet:

Selvi: "..."
Hunter: "..."

Model response

# Voice Sheet: Cafe Scene

**Selvi:** *[looking at camera, muttering to herself]* "Yeh tasveer... kuch ajeeb hai."

**Hunter:** "Excuse me, miss. I'm Detective Hunter. Mind if I ask you a few questions?"

**Selvi:** *[looks up, startled]* "Kya? Aap kaun hain?"

**Hunter:** "I'm investigating the disappearances in town. Were you at the apple festival yesterday?"

**Selvi:** *[visibly shaken, speaking rapidly]* "Haan, main wahan thi! Maine kuch dekha... ek aadmi... woh achanak gayab ho gaya! Main bohot dar gayi thi!"

**Hunter:** *[frowns, confused]* "I... I'm sorry, I don't understand. Do you speak English?"

**Selvi:** *[frustrated, pointing at her camera]* "Camera! Dekho! Main... main..." *[gestures frantically]* "Aadmi... gayab!"

**Hunter:** "Your camera? You saw something?" *[gestures for her to show him]*

**Selvi:** *[scrolling through photos, hands trembling]* "Yeh dekho... yahan... aur phir... koi nahi hai! Kaise?"

**Hunter:** *[studying the photos]* "Wait, this is... where did this person go?" *[looks at Selvi]* "What did you see?"

**Selvi:** *[touching her chest, distressed]* "Mujhe nahi pata! Main bahut darti hoon. Yeh jagah... kuch galat hai yahan!"

**Hunter:** "Hey, hey... it's okay. Calm down." *[speaks slowly]* "Can you... show me... where?"

**Selvi:** *[takes a deep breath, pointing]* "Festival... wahan..." *[makes disappearing gesture with her hands]* "Poof!"

**Hunter:** *[nods slowly]* "The festival. Someone disappeared at the festival. That matches the reports..."

**Selvi:** "Aap samajh rahe hain?"

**Hunter:** "I need to find someone who can translate. This could be important—"

*[Hunter's phone rings]*

**Hunter:** *[answering]* "Hunter here. What? Another one? Where? ...I'll be right there." *[hangs up, looks at Selvi apologetically]*

**Hunter:** "I have to go. Please—stay here. I'll come back with a translator. Understand? Stay?"

**Selvi:** *[confused]* "Aap kahan ja rahe hain? Main akeli..."

**Hunter:** *[backing away]* "I'll be back. Don't leave town." *[exits quickly]*

**Selvi:** *[calling after him]* "Rukiye! Main kya karoon?" *[sits back down, clutching her camera]* "Bhagwan..."

Evaluation details

Result

Evaluator

Details

Meta Data

61.90%

Parse dialogue

n/a

dialogue

name

"Selvi"

dialogue

"Yeh tasveer... kuch ajeeb hai."

detectedLang

"vi"

heavyLang

"et"

scores

vi	0.4728915662650602
nl	0.4006849315068493
it	0.36363636363636365

reliable

false

passes

false

name

"Hunter"

dialogue

"Excuse me, miss. I'm Detective Hunter. Mind if I ask you a few questions?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7945768282662284
fr	0.6214988644965935
it	0.6108949416342413
tl	0.5918367346938775
ca	0.5670995670995671
pt	0.5594713656387665
ro	0.5192307692307693
sq	0.5029821073558649
es	0.4939271255060729
no	0.4813278008298755
sv	0.4669509594882729
nl	0.44382647385984425
cs	0.43630214205186024
da	0.4298745724059293
hr	0.38875305623471884
hu	0.3834771886559803
et	0.38195302843016066
sl	0.37810945273631835
de	0.3234100135317997
pl	0.3160054719562244
ms	0.2917847025495751
tr	0.2917847025495751
yo	0.2917847025495751
sk	0.2877492877492877
lt	0.2248062015503876
fi	0.2163009404388715
is	0.2163009404388715
az	0.21011058451816747
lv	0.21011058451816747
vi	0.21011058451816747
be	0.12280701754385964
eu	0.12280701754385964
uk	0.11190053285968028

reliable

true

passes

true

name

"Selvi"

dialogue

"Kya? Aap kaun hain?"

detectedLang

"eu"

heavyLang

"fi"

scores

eu	0.5798319327731093

reliable

true

passes

false

name

"Hunter"

dialogue

"I'm investigating the disappearances in town. Were you at the apple festival yesterday?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7902097902097902
tl	0.6330275229357798
nl	0.6190476190476191
fr	0.613650998068255
it	0.5495495495495496
pt	0.5241871530531325
no	0.5153473344103393
ms	0.49324324324324326
sv	0.4910941475826972
de	0.4893617021276596
es	0.4884910485933504
ro	0.48674080410607357
da	0.4854202401372213
ca	0.45652173913043476
sl	0.43767572633552015
hr	0.40298507462686567
cs	0.3969849246231156
sq	0.35205183585313177
az	0.34782608695652173
sk	0.29906542056074764
lt	0.29577464788732394
et	0.29494712103407755
lv	0.25650557620817843
yo	0.24528301886792453
pl	0.19678714859437751
is	0.18699186991869918
fi	0.16897506925207756
hu	0.10044977511244377

reliable

true

passes

true

name

"Selvi"

dialogue

"Haan, main wahan thi! Maine kuch dekha... ek aadmi... woh achanak gayab ho gaya! Main bohot dar gayi thi!"

detectedLang

"ms"

heavyLang

"de"

scores

ms	0.42857142857142855
tl	0.40535183349851334
fr	0.39759036144578314
ro	0.3142857142857143
en	0.30394431554524365
fi	0.29494712103407755
de	0.2727272727272727
pt	0.24337957124842372
tr	0.2376111817026684
et	0.21363040629095675
vi	0.2052980132450331
lt	0.17355371900826447
ca	0.16666666666666666
no	0.15611814345991562
sk	0.15611814345991562
cs	0.1501416430594901
it	0.1501416430594901
nl	0.14285714285714285
eu	0.14163090128755365
hu	0.14163090128755365
es	0.1341991341991342
lv	0.12790697674418602
hr	0.12280701754385964

reliable

false

passes

false

name

"Hunter"

dialogue

"I... I'm sorry, I don't understand. Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7994652406417112
no	0.5828698553948832
da	0.5772266065388951
tl	0.5300751879699248
sv	0.5288944723618091
cs	0.5161290322580645
pl	0.4806094182825485
hr	0.4688385269121813
sk	0.438622754491018
de	0.4140625
pt	0.40570522979397783
sq	0.4009584664536741
ro	0.3862520458265139
it	0.3644067796610169
nl	0.3218806509945751
vi	0.3169398907103825
yo	0.3055555555555556
ca	0.2690058479532163
is	0.267578125
sl	0.24242424242424243
ms	0.1610738255033557
be	0.15730337078651685
tr	0.15730337078651685
hu	0.1515837104072398
az	0.14383561643835618
et	0.14383561643835618
lt	0.14383561643835618
lv	0.14383561643835618
uk	0.14383561643835618

reliable

true

passes

true

name	"Selvi"
dialogue	"Aadmi... gayab!"
detectedLang	""
heavyLang	"et"
scores
reliable	false
passes	false

name

"Hunter"

dialogue

"Your camera? You saw something?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7952917093142272
ms	0.6212121212121212
tl	0.6168582375478927
es	0.46949602122015915
it	0.441340782122905
ro	0.441340782122905
ca	0.33774834437086093
sv	0.2907801418439716
cs	0.2805755395683453
pt	0.2805755395683453
fr	0.2753623188405797
nl	0.2753623188405797
de	0.2647058823529412

reliable

true

passes

true

name

"Selvi"

dialogue

"Yeh dekho... yahan... aur phir... koi nahi hai! Kaise?"

detectedLang

"fi"

heavyLang

"tl"

scores

fi	0.39148073022312374
eu	0.3548387096774194
vi	0.3435448577680525
ms	0.3150684931506849
tl	0.30394431554524365
fr	0.2665036674816626
ro	0.25925925925925924
it	0.25
en	0.20634920634920634
et	0.20634920634920634

reliable

false

passes

false

name

"Hunter"

dialogue

"What did you see?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8475609756097561
et	0.6296296296296297
cs	0.43820224719101125
tl	0.43820224719101125

reliable

true

passes

true

name

"Selvi"

dialogue

"Mujhe nahi pata! Main bahut darti hoon. Yeh jagah... kuch galat hai yahan!"

detectedLang

"ms"

heavyLang

"tl"

scores

ms	0.38788659793814434
tl	0.38551099611901685
et	0.35020519835841313
sv	0.33936022253129344
ro	0.31654676258992803
it	0.2714723926380368
sq	0.26810477657935283
eu	0.2578125
fr	0.2578125
vi	0.24841772151898736
tr	0.23263327948303714
en	0.17247386759581881
fi	0.15630550621669628
de	0.1410488245931284
da	0.1394927536231884
es	0.13793103448275862
lv	0.13793103448275862
ca	0.13636363636363635
lt	0.12683823529411764
no	0.12683823529411764

reliable

false

passes

false

name

"Hunter"

dialogue

"Can you... show me... where?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8281786941580757
sq	0.601063829787234
tl	0.5454545454545454
pt	0.5238095238095238
nl	0.5176848874598071
es	0.40476190476190477
et	0.3877551020408163
fr	0.3775933609958506
no	0.3775933609958506
sl	0.3697478991596639
ms	0.358974358974359
it	0.34782608695652173
cs	0.34210526315789475
de	0.34210526315789475
az	0.33920704845814975
ca	0.33920704845814975
tr	0.33920704845814975
fi	0.3333333333333333

reliable

true

passes

true

name	"Selvi"
dialogue	"Poof!"
detectedLang	""
heavyLang	"et"
scores
reliable	false
passes	true

name

"Hunter"

dialogue

"The festival. Someone disappeared at the festival. That matches the reports..."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8003992015968064
tl	0.6865203761755486
fr	0.6386630532971996
sv	0.5321637426900585
da	0.5238095238095238
no	0.5215311004784688
es	0.5115995115995116
nl	0.48320413436692505
it	0.4743758212877792
ms	0.47019867549668876
pt	0.4673768308921438
ca	0.41944847605224966
cs	0.3930197268588771
de	0.38271604938271603
sq	0.34210526315789475
hr	0.33444259567387685
ro	0.3220338983050847
sl	0.3185689948892675
eu	0.25788497217068646
lv	0.25512104283054005
lt	0.23954372623574144
et	0.23371647509578544
az	0.2277992277992278
sk	0.2277992277992278
yo	0.21104536489151873
hu	0.14346895074946467
fi	0.13606911447084233
pl	0.13606911447084233

reliable

true

passes

true

name

"Selvi"

dialogue

"Aap samajh rahe hain?"

detectedLang

"eu"

heavyLang

"et"

scores

eu	0.5247148288973384
et	0.4541484716157206
fi	0.4541484716157206
is	0.44933920704845814
no	0.4444444444444444
lv	0.4369369369369369
tl	0.4369369369369369
da	0.4075829383886255
sv	0.3902439024390244
ms	0.36224489795918363

reliable

false

passes

false

name

"Hunter"

dialogue

"I need to find someone who can translate. This could be important—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8299319727891157
tl	0.5856353591160222
ca	0.5664739884393063
da	0.5472837022132797
ro	0.5417515274949084
no	0.5408163265306122
fr	0.5222929936305732
it	0.49888641425389757
lt	0.4809688581314879
hr	0.46619217081850534
pt	0.4409937888198758
es	0.43890274314214467
yo	0.4260204081632653
pl	0.4238156209987196
cs	0.39597315436241615
tr	0.39189189189189183
sq	0.3775933609958506
sk	0.3723849372384937
sv	0.3697478991596639
et	0.3670886075949367
lv	0.358974358974359
az	0.3066255778120185
hu	0.2902208201892744
sl	0.2857142857142857
vi	0.25124792013311154
nl	0.22945205479452058
be	0.1346153846153846
de	0.12959381044487428
eu	0.12959381044487428
is	0.12280701754385964
uk	0.12280701754385964
ms	0.11591355599214145

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. What? Another one? Where? ...I'll be right there."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8289345063538612
tl	0.5646766169154229
de	0.49275362318840576
sq	0.40374787052810895
da	0.4006849315068493
yo	0.3445692883895131
no	0.3027888446215139
fr	0.29435483870967744
hu	0.2505353319057816
lt	0.24242424242424243
es	0.2222222222222222
hr	0.19908466819221968
pl	0.19908466819221968
sv	0.16666666666666666
it	0.15254237288135594
nl	0.15254237288135594
pt	0.15254237288135594
ca	0.14425427872860636
ms	0.14425427872860636
ro	0.14425427872860636
sl	0.14425427872860636
tr	0.14425427872860636

reliable

true

passes

true

name

"Hunter"

dialogue

"I have to go. Please—stay here. I'll come back with a translator. Understand? Stay?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8146703082325399
da	0.6512481644640236
tl	0.624505928853755
no	0.610655737704918
pl	0.5919243986254296
ro	0.5428296438883542
sv	0.5283018867924528
cs	0.5182555780933064
hr	0.5082815734989649
sk	0.5057232049947971
it	0.4946808510638298
sq	0.48814655172413796
yo	0.4692737430167597
de	0.4533947065592635
nl	0.4431418522860493
ca	0.4235436893203884
sl	0.41066997518610426
lv	0.40401505646173147
lt	0.3994943109987357
pt	0.3716931216931217
ms	0.3546195652173913
et	0.34119278779472956
hu	0.31948424068767906
vi	0.31752873563218387
is	0.30858806404657935
tr	0.3065693430656934
es	0.3055555555555556
fr	0.2931547619047619
az	0.28785607196401797
eu	0.2238562091503268
be	0.12844036697247707
fi	0.1171003717472119
uk	0.1171003717472119

reliable

true

passes

true

name

"Selvi"

dialogue

"Aap kahan ja rahe hain? Main akeli..."

detectedLang

"tl"

heavyLang

"tl"

scores

tl	0.5517928286852589
fi	0.5171673819742489
de	0.42455242966751916
et	0.4063324538258575
eu	0.38016528925619836
ms	0.38016528925619836
lv	0.3382352941176471
ca	0.3263473053892215
en	0.3055555555555556
fr	0.281150159744409
sk	0.27184466019417475
da	0.26229508196721313
pl	0.26229508196721313
sl	0.26229508196721313
sq	0.25
sv	0.25
yo	0.25

reliable

false

passes

false

name

"Hunter"

dialogue

"I'll be back. Don't leave town."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8091603053435115
hu	0.36908517350157727
lt	0.358974358974359
yo	0.3548387096774194
tl	0.3333333333333333

reliable

true

passes

true

name	"Selvi"
dialogue	"Bhagwan..."
detectedLang	""
heavyLang	"ga"
scores
reliable	false
passes	true