Run: 2026-02-08-01KGYZJVAPW8P9XEVB29X8V5VN

Run Details

Model:: Claude Haiku 4.5
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 7.6s
Cost:: $0.003582
Provider:: Amazon Bedrock

Evaluation summary

Score	Evaluator	Details Link
100.00%	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="Isabella">
Isabella is a 30-year old college student on a study abroad program. Born in Italy, she is fluent in Italian 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 Italian, 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:

Isabella 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 Italian, and Hunter looks confused.

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

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

Isabella: "..."
Hunter: "..."

Model response

# Voice Sheet: Cafe Encounter

**Isabella:** *(looking up from her camera, eyes wide with distress)* "Oh, grazie a Dio... scusi, scusi. Ho visto qualcosa di terribile questa mattina. Vicino al bosco, dietro la chiesa. Non so cosa sia successo, ma... *(voice trembling)* ...non era giusto."

**Hunter:** *(confused, furrowing his brow)* "Ma'am, I'm Detective Hunter. I need to ask you some questions about what you saw yesterday near the town square."

**Isabella:** *(wringing her hands, speaking rapidly in Italian)* "Non capisco. Non... non English. Parla italiano? Per favore, qualcuno che parla italiano?"

**Hunter:** *(sighing, speaking slowly and loudly as if volume will help)* "The... disappearances. You see anything strange?"

**Isabella:** *(shaking her head, holding up her camera desperately)* "Scomparse? Cosa significa? Io... *(frustrated, pointing to herself)* ...Italia. Solo italiano. Non—not English."

**Hunter:** *(rubbing his temples, pulling out a small notebook)* "Look, I don't know what you're saying, but I need you to—"

**Isabella:** *(interrupting, still distressed)* "C'era una persona che non era... normale. Nel bosco, stamattina presto. Ho scattato delle foto ma poi... poi ho avuto paura e sono scappata."

**Hunter:** *(staring blankly at her)* "...Right."

*(An awkward silence falls between them. Hunter attempts a few more questions, getting only more Italian responses. He pulls out his phone to try to find a translation app.)*

**Isabella:** *(quietly, almost to herself)* "Nessuno mi capisce qui. Nessuno."

**Hunter:** *(phone buzzes loudly; he checks it, his expression hardening)* "Hold that thought."

*(His phone rings. Hunter answers immediately, his voice shifting into professional mode.)*

**Hunter:** "Hunter here. Yeah? ...When? ...I'm on my way."

*(He ends the call and looks back at Isabella with genuine apology in his eyes, though his jaw is set.)*

**Hunter:** "I gotta go. There's been another one. Don't leave town—and don't go near those woods alone. Stay somewhere public."

**Isabella:** *(not understanding but sensing the urgency)* "Scusi? Detective? Aspetta! Per favore!"

**Hunter:** *(already standing, pulling out a business card and placing it on the table)* "Stay safe."

*(He leaves quickly, and Isabella is left alone with her camera, still trembling, her photographs potentially holding crucial answers that neither of them can yet communicate.)*

Evaluation details

Result

Evaluator

Details

Meta Data

100.00%

Parse dialogue

n/a

dialogue

name

"Isabella"

dialogue

"Oh, grazie a Dio... scusi, scusi. Ho visto qualcosa di terribile questa mattina. Vicino al bosco, dietro la chiesa. Non so cosa sia successo, ma... ...non era giusto."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8036649214659686
es	0.5811727163940965
ca	0.5786516853932584
pt	0.5438748913987836
en	0.51071761416589
fr	0.5044832468145352
ro	0.4902912621359223
tl	0.4496855345911949
no	0.39759036144578314
sk	0.37685459940652816
yo	0.3689903846153846
ms	0.3558282208588957
da	0.35503685503685506
nl	0.34127979924717694
sl	0.3383742911153119
sv	0.31640625
de	0.31596091205211724
lt	0.3110236220472441
fi	0.3105712409717663
eu	0.3013972055888224
hr	0.29197572488199597
vi	0.2895805142083897
lv	0.28619986403806935
cs	0.2677824267782427
pl	0.2579505300353357
sq	0.2467718794835007
hu	0.2227979274611399
et	0.21348314606741572
is	0.21348314606741572
az	0.15730337078651685
tr	0.06832298136645963

reliable

true

passes

true

name

"Hunter"

dialogue

"Ma'am, I'm Detective Hunter. I need to ask you some questions about what you saw yesterday near the town square."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8091603053435115
tl	0.5316537467700259
it	0.5163442294863242
fr	0.48799435028248583
ca	0.4172025723472669
no	0.4115259740259741
ro	0.4057377049180328
da	0.4018151815181518
pt	0.35954063604240283
cs	0.34743474347434744
nl	0.33668801463860937
sq	0.33425160697887973
sv	0.32745825602968465
yo	0.31344696969696967
hr	0.30754536771728747
pl	0.2647058823529412
es	0.25944841675178754
sl	0.25411522633744854
ms	0.2463617463617464
sk	0.21959095801937567
et	0.21790722761596548
lv	0.2032967032967033
de	0.19175027870680048
lt	0.18721973094170402
tr	0.15105386416861827
be	0.0880503144654088
hu	0.0845959595959596
az	0.0799492385786802
is	0.0799492385786802
uk	0.0799492385786802
vi	0.0799492385786802

reliable

true

passes

true

name

"Isabella"

dialogue

"Non capisco. Non... non English. Parla italiano? Per favore, qualcuno che parla italiano?"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7971360381861575
en	0.6422558922558923
pt	0.6050185873605948
ca	0.6024321796071095
es	0.5963912630579297
fr	0.5395449620801733
sq	0.4700748129675811
ro	0.46741854636591484
de	0.45997458703939004
no	0.4509043927648579
sv	0.4487678339818417
tl	0.4097222222222222
ms	0.4089012517385257
nl	0.3988684582743989
hr	0.39801699716713884
sl	0.3928571428571429
da	0.375
lt	0.36472346786248133
az	0.35213414634146345
tr	0.3410852713178295
cs	0.3134087237479806
sk	0.256993006993007
yo	0.25569176882662
pl	0.2504409171075838
eu	0.169921875
is	0.16173570019723865
hu	0.1361788617886179
et	0.1290983606557377
fi	0.121900826446281
lv	0.121900826446281

reliable

true

passes

true

name

"Hunter"

dialogue

"The... disappearances. You see anything strange?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8070071258907362
fr	0.6247113163972287
tl	0.5977722772277227
nl	0.5220588235294118
ms	0.49376947040498437
no	0.4672131147540984
da	0.4574290484140233
sq	0.4217081850533808
et	0.4133574007220217
de	0.344758064516129
it	0.34343434343434337
cs	0.33127572016460904
pt	0.33127572016460904
ca	0.3172268907563025
sv	0.3157894736842105
lv	0.30703624733475476
yo	0.2476851851851852
es	0.214975845410628
hr	0.214975845410628
sk	0.21307506053268765
sl	0.21307506053268765
pl	0.1935483870967742
ro	0.1875
is	0.1709183673469388
lt	0.1709183673469388
az	0.15364583333333331
tr	0.15364583333333331

reliable

true

passes

true

name

"Isabella"

dialogue

"Scomparse? Cosa significa? Io... ...Italia. Solo italiano. Non—not English."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7701460248783126
es	0.6768060836501901
en	0.6345657781599313
pt	0.5577523413111343
ca	0.5309050772626931
ro	0.45997458703939004
fr	0.44078947368421056
sq	0.4089012517385257
no	0.39716312056737585
tl	0.3369734789391576
ms	0.3210862619808307
de	0.32
da	0.3156199677938808
sv	0.3156199677938808
yo	0.2582897033158813
lt	0.24511545293072823
tr	0.24377224199288253
hr	0.23561151079136694
fi	0.2328519855595668
nl	0.2314647377938517
cs	0.22586520947176683
eu	0.169921875
pl	0.15
sl	0.1414141414141414
sk	0.1326530612244898
et	0.1290983606557377
az	0.121900826446281

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I don't know what you're saying, but I need you to—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8340445708866762
tl	0.5448634590377113
cs	0.4728915662650602
pl	0.42716857610474634
hr	0.42148760330578516
no	0.42052980132450335
da	0.40978077571669475
yo	0.3902439024390244
sk	0.36823104693140796
et	0.36594202898550726
lv	0.34579439252336447
tr	0.3269230769230769
lt	0.3230174081237911
ca	0.2827868852459016
sv	0.2827868852459016
sq	0.2768595041322314
sl	0.25690021231422505
it	0.24731182795698922
ro	0.20454545454545453
fr	0.2009132420091324
be	0.16666666666666666
hu	0.1606714628297362
az	0.15254237288135594
is	0.15254237288135594
uk	0.15254237288135594
vi	0.15254237288135594

reliable

true

passes

true

name

"Isabella"

dialogue

"C'era una persona che non era... normale. Nel bosco, stamattina presto. Ho scattato delle foto ma poi... poi ho avuto paura e sono scappata."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8162140085766796
ca	0.5041322314049587
ro	0.4991652754590985
es	0.49636261891438166
pt	0.44819129368485594
no	0.44237918215613387
sq	0.44064636420136727
et	0.4353826850690088
fr	0.4318181818181818
da	0.4189799870884442
tl	0.41596365996106427
sk	0.40867279894875164
de	0.39597315436241615
en	0.3732590529247911
lt	0.3715083798882682
ms	0.3653032440056418
cs	0.35018050541516244
hr	0.3492407809110629
sl	0.3293591654247392
fi	0.3283582089552239
eu	0.3176648976497347
nl	0.31454683929931454
lv	0.3108728943338438
pl	0.2913385826771654
sv	0.27884615384615385
yo	0.26350245499181674
az	0.25434962717481363
hu	0.19786096256684493
tr	0.1818181818181818
is	0.17657822506861848
vi	0.07975460122699386

reliable

true

passes

true

name

"Hunter"

dialogue

"...Right."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8376623376623377
tl	0.8007968127490039
da	0.5967741935483871
de	0.5967741935483871
fr	0.5967741935483871
no	0.5967741935483871
yo	0.5967741935483871

reliable

false

passes

true

name

"Isabella"

dialogue

"Nessuno mi capisce qui. Nessuno."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8175182481751825
fr	0.6681415929203539
ca	0.6277915632754343
pt	0.5867768595041323
es	0.5454545454545454
ro	0.5412844036697247
sl	0.38016528925619836
yo	0.3697478991596639
hu	0.3617021276595745
cs	0.35344827586206895
en	0.35344827586206895
sk	0.35344827586206895
hr	0.34210526315789475
pl	0.34210526315789475
tl	0.32432432432432434
tr	0.32432432432432434

reliable

true

passes

true

name

"Hunter"

dialogue

"Hold that thought."

detectedLang

"en"

heavyLang

"en"

scores

en	0.848714069591528
da	0.5283018867924528
tl	0.5

reliable

true

passes

true

name

"Hunter"

dialogue

"Hunter here. Yeah? ...When? ...I'm on my way."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8085106382978724
tl	0.5022123893805309
fr	0.44581280788177335
pl	0.43890274314214467
cs	0.41709844559585496
sk	0.41709844559585496
sq	0.4140625
ca	0.412532637075718
et	0.4063324538258575
fi	0.39999999999999997
de	0.281150159744409
hr	0.281150159744409
hi	0.27184466019417475
da	0.267100977198697
no	0.25742574257425743
yo	0.25
sv	0.23728813559322032
it	0.21875
nl	0.21875
pt	0.21875
ms	0.2077464788732394
ro	0.2077464788732394
sl	0.2077464788732394
tr	0.2077464788732394

reliable

true

passes

true

name

"Hunter"

dialogue

"I gotta go. There's been another one. Don't leave town—and don't go near those woods alone. Stay somewhere public."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8164092175234238
tl	0.493006993006993
pl	0.39228834870075435
it	0.35555555555555557
sq	0.34507678410117437
fr	0.3348623853211009
ca	0.29060665362035226
hr	0.28500986193293887
sv	0.28003972194637533
da	0.27860696517412936
yo	0.26619433198380565
ro	0.2609582059123343
es	0.25488180883864336
de	0.2463617463617464
no	0.22872340425531915
hu	0.19444444444444445
cs	0.1844769403824522
pt	0.16953035509736541
sk	0.1530373831775701
lv	0.15204678362573099
et	0.14806110458284372
lt	0.14806110458284372
fi	0.13381123058542413
eu	0.09375000000000001
be	0.0880503144654088
nl	0.0880503144654088
tr	0.0880503144654088
az	0.0799492385786802
is	0.0799492385786802
uk	0.0799492385786802
vi	0.0799492385786802

reliable

true

passes

true

name

"Isabella"

dialogue

"Scusi? Detective? Aspetta! Per favore!"

detectedLang

"it"

heavyLang

"it"

scores

it	0.7607655502392344
en	0.6807151979565772
ca	0.6570644718792866
ro	0.6124031007751938
fr	0.5733788395904437
sv	0.5697074010327022
es	0.5667244367417678
sq	0.5636998254799301
pt	0.5559502664298401
nl	0.4877049180327869
tl	0.4769874476987448
no	0.47368421052631576
sl	0.4553376906318083
de	0.3961352657004831
hr	0.3811881188118812
da	0.3734335839598998
is	0.34895833333333337
lt	0.3206521739130435
fi	0.30167597765363136
ms	0.24242424242424243
sk	0.23547400611620795
cs	0.22360248447204967

reliable

true

passes

true

name

"Hunter"

dialogue

"Stay safe."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8076923076923077

reliable

false

passes

true