Run: 2026-02-08-01KGYWZ0BQ42HZRKN7DQ23SQAV

Run Details

Model:: Claude Haiku 4.5
Test:: Language Writing
Scenario:: Character dialogue (Italian) in a story
Duration:: 6.4s
Cost:: $0.002897
Provider:: Amazon Bedrock

Evaluation summary

Score	Evaluator	Details Link
93.33%	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

# ALBORN CAFÉ - VOICE SHEET

**SCENE: Interior, local café. Morning light streams through windows. ISABELLA sits at a small table, reviewing photographs on her camera. HUNTER approaches, badge visible on his belt.**

---

**Hunter:** "Excuse me, miss. Detective Hunter, Alborn PD. I'm investigating some incidents that've been happening around town. You been here long?"

**Isabella:** *looks up, startled* "Mi scusi? Io... io non capisco l'inglese."

**Hunter:** *pauses, clearly puzzled* "English? Do you speak English?"

**Isabella:** *shakes head, speaking in Italian* "No, no inglese. Solo italiano. Mi dispiace."

**Hunter:** *rubs temple* "Great. Just great." *speaks slowly and louder, as if volume helps* "Missing. People. Gone."

**Isabella:** *eyes widen with understanding and alarm* "Oh! Sì, sì... le persone scomparse. Ho... ho visto qualcosa." *her hands tremble slightly* "È stato terribile. Molto strano."

**Hunter:** *sits down across from her, frustrated* "I have no idea what you just said, but you look scared. That much I can read."

**Isabella:** *clutches her camera* "La notte scorsa... con la mia fotocamera, io..." *trails off, shaking her head* "Non so se dire. È brutto. Molto brutto."

**Hunter:** *leans forward* "Look, I don't know what language that is—"

**Isabella:** *interrupts softly* "Italiano."

**Hunter:** "Right. Italian. Well, I don't speak Italian, and you don't speak English, so we're—"

*HUNTER'S PHONE BUZZES. He checks it, his expression shifts.*

**Hunter:** *standing abruptly* "I gotta take this. Stay here, okay? Don't leave."

**Isabella:** *nods uncertainly* "Va bene..."

**Hunter:** *answers phone while walking away* "Hunter here... Yeah, when?... I'm on my way." *exits quickly*

**Isabella:** *sits alone, watching him leave, still trembling*

---

Evaluation details

Result

Evaluator

Details

Meta Data

93.33%

Parse dialogue

n/a

dialogue

name

"Hunter"

dialogue

"Excuse me, miss. Detective Hunter, Alborn PD. I'm investigating some incidents that've been happening around town. You been here long?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.7827232025283118
tl	0.6117647058823529
fr	0.5272206303724929
ro	0.5141342756183745
it	0.4891640866873065
pt	0.4758576874205845
nl	0.45937090432503275
sq	0.45073235685752333
ca	0.4414353419092756
no	0.43376801647220314
es	0.4081779053084649
da	0.3692660550458715
sv	0.3653846153846154
sl	0.36244204018547144
de	0.3462757527733756
cs	0.2912371134020619
hr	0.2857142857142857
ms	0.2647058823529412
sk	0.2647058823529412
et	0.25541516245487367
is	0.23112767940354148
az	0.18558736426456074
lt	0.1831683168316832
lv	0.16834677419354838
fi	0.1397288842544317
vi	0.10714285714285714
tr	0.0667420814479638

reliable

true

passes

true

name

"Isabella"

dialogue

"Mi scusi? Io... io non capisco l'inglese."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7747747747747747
fr	0.5961227786752827
yo	0.5318352059925093
es	0.5155038759689923
ca	0.5
pt	0.4186046511627907
ro	0.414519906323185
en	0.4117647058823529
tl	0.3718592964824121
sl	0.2690058479532163
eu	0.258160237388724
hu	0.2537313432835821
cs	0.24698795180722888
sk	0.24698795180722888
hr	0.2378048780487805
pl	0.2378048780487805
tr	0.22360248447204967

reliable

true

passes

true

name

"Hunter"

dialogue

"English? Do you speak English?"

detectedLang

"en"

heavyLang

"en"

scores

en	0.8175182481751825
cs	0.5844875346260388
hr	0.5614035087719298
tl	0.5426829268292682
pt	0.5098039215686274
pl	0.48805460750853247
sk	0.46808510638297873
sl	0.4444444444444444
sq	0.43820224719101125
vi	0.42528735632183906
no	0.35344827586206895
yo	0.34210526315789475
da	0.32432432432432434
de	0.32432432432432434
ms	0.32432432432432434
ro	0.32432432432432434
sv	0.32432432432432434

reliable

true

passes

true

name

"Isabella"

dialogue

"No, no inglese. Solo italiano. Mi dispiace."

detectedLang

"it"

heavyLang

"it"

scores

it	0.7866563227307991
es	0.7340425531914894
pt	0.6634026927784578
ca	0.5703125
sk	0.5542949756888168
yo	0.5027124773960217
en	0.4751908396946565
ro	0.47418738049713194
hr	0.46393762183235865
pl	0.4532803180914513
sq	0.4532803180914513
fr	0.4510978043912176
tr	0.4433198380566802
cs	0.43298969072164945
sl	0.3707093821510297
no	0.367816091954023
tl	0.36046511627906974
de	0.32432432432432434
lv	0.3226600985221675
hu	0.23611111111111113
et	0.21875
lt	0.1863905325443787
nl	0.1863905325443787
az	0.17664670658682635
da	0.17664670658682635
fi	0.17664670658682635
ms	0.17664670658682635
sv	0.17664670658682635

reliable

true

passes

true

name

"Hunter"

dialogue

"Missing. People. Gone."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8275862068965517
tl	0.6165644171779141
nl	0.584717607973422
is	0.5487364620938628
da	0.5265151515151516
ms	0.46808510638297873
sv	0.43438914027149317
no	0.39903846153846156
fi	0.3842364532019704
ca	0.3654822335025381
de	0.3654822335025381
fr	0.3654822335025381
az	0.34210526315789475
et	0.34210526315789475
it	0.34210526315789475
pt	0.34210526315789475

reliable

true

passes

true

name

"Isabella"

dialogue

"È stato terribile. Molto strano."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8137108792846499
hr	0.5559502664298401
sl	0.5551601423487544
en	0.5487364620938628
ca	0.5429616087751371
de	0.5335820895522388
fr	0.5274102079395085
es	0.51171875
ro	0.4959677419354839
lt	0.4791666666666667
no	0.46236559139784944
nl	0.46120689655172414
sv	0.45652173913043476
da	0.4541484716157206
yo	0.44567627494456763
pl	0.4444444444444444
sq	0.43946188340807174
az	0.42528735632183906
et	0.419953596287703
pt	0.375
sk	0.37027707808564225
cs	0.3686868686868687
lv	0.34725848563968675
tl	0.3403693931398417
ms	0.32795698924731176
tr	0.3206521739130435
is	0.21135646687697163
hu	0.20127795527156547
fi	0.19093851132686085

reliable

true

passes

true

name

"Hunter"

dialogue

"I have no idea what you just said, but you look scared. That much I can read."

detectedLang

"en"

heavyLang

"en"

scores

en	0.8368013055895552
ca	0.5575221238938053
tl	0.5067817509247842
da	0.41690962099125367
it	0.4143484626647145
et	0.4091580502215657
no	0.37694704049844235
hr	0.375
sv	0.375
tr	0.3700787401574803
es	0.358974358974359
pl	0.33444259567387685
lv	0.3265993265993266
cs	0.313893653516295
ro	0.29577464788732394
sk	0.2895204262877442
az	0.25925925925925924
pt	0.25650557620817843
sq	0.250936329588015
fr	0.18032786885245902
yo	0.17864476386036962
ms	0.16142557651991615
be	0.14893617021276595
hu	0.14346895074946467
is	0.13606911447084233
lt	0.13606911447084233
uk	0.13606911447084233
vi	0.13606911447084233

reliable

true

passes

true

name

"Isabella"

dialogue

"Non so se dire. È brutto. Molto brutto."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8247663551401868
fr	0.6451104100946372
yo	0.62248322147651
sl	0.614065180102916
ca	0.5833333333333334
no	0.5140388768898488
en	0.4779582366589328
de	0.4668246445497631
sv	0.41709844559585496
cs	0.3767313019390581
hr	0.3715083798882682
es	0.36619718309859156
ro	0.34782608695652173
pt	0.34593023255813954
sq	0.33234421364985167
sk	0.3202416918429003
fi	0.3119266055045872
vi	0.3055555555555556
da	0.2902208201892744
tl	0.281150159744409
eu	0.27884615384615385

reliable

true

passes

true

name

"Hunter"

dialogue

"Look, I don't know what language that is—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.83611442193087
ro	0.5018115942028986
yo	0.4954128440366973
nl	0.472168905950096
is	0.4649805447470817
tl	0.46393762183235865
no	0.462890625
da	0.4510978043912176
hu	0.4455645161290322
et	0.33894230769230765
hr	0.3357487922705314
ca	0.3341404358353511
sv	0.3341404358353511
sq	0.3276283618581907
lt	0.314214463840399
pl	0.314214463840399
it	0.2948717948717949
cs	0.2763157894736842
de	0.2403314917127072
ms	0.2403314917127072
eu	0.22096317280453256
sk	0.207492795389049
be	0.20289855072463767
fr	0.20289855072463767
tr	0.20289855072463767
az	0.1863905325443787
lv	0.1863905325443787
uk	0.1863905325443787
vi	0.1863905325443787

reliable

true

passes

true

name

"Isabella"

dialogue

"Italiano."

detectedLang

"it"

heavyLang

"id"

scores

it	0.8096446700507615
es	0.7549019607843137
pt	0.7516556291390729
sq	0.6794871794871795
ca	0.5
pl	0.5
tl	0.5
sl	0.4827586206896552
yo	0.4827586206896552
ro	0.471830985915493
de	0.45652173913043476
en	0.45652173913043476
fr	0.45652173913043476
lt	0.45652173913043476
nl	0.45652173913043476
no	0.45652173913043476
az	0.44029850746268656
cs	0.44029850746268656
da	0.44029850746268656
fi	0.44029850746268656
hr	0.44029850746268656
ms	0.44029850746268656
sv	0.44029850746268656
tr	0.44029850746268656

reliable

true

passes

true

name

"Hunter"

dialogue

"Right. Italian. Well, I don't speak Italian, and you don't speak English, so we're—"

detectedLang

"en"

heavyLang

"en"

scores

en	0.820977253580455
tl	0.6632329635499208
yo	0.5175936435868331
no	0.5153933865450399
da	0.44733420026007803
de	0.4378306878306878
ro	0.42411924119241196
sq	0.39801699716713884
hr	0.38848920863309355
sv	0.3876080691642651
cs	0.36281859070464767
ms	0.3431221020092735
sl	0.34210526315789475
it	0.3210862619808307
sk	0.2951907131011609
vi	0.27597955706984667
ca	0.24511545293072823
fr	0.24377224199288253
fi	0.23971377459749554
tr	0.2328519855595668
lt	0.22867513611615245
pl	0.22867513611615245
az	0.22303473491773307
be	0.1414141414141414
hu	0.1361788617886179
es	0.1290983606557377
et	0.1290983606557377
is	0.1290983606557377
lv	0.1290983606557377
nl	0.1290983606557377
uk	0.1290983606557377
pt	0.121900826446281

reliable

true

passes

true

name

"Hunter"

dialogue

"I gotta take this. Stay here, okay? Don't leave."

detectedLang

"en"

heavyLang

"en"

scores

en	0.7816593886462883
tl	0.5440729483282675
it	0.5106035889070147
sq	0.43820224719101125
sv	0.4174757281553398
hu	0.3684210526315789
no	0.3258426966292135
da	0.31662870159453305
hr	0.31662870159453305
ca	0.3150684931506849
pl	0.29577464788732394
fi	0.27184466019417475
cs	0.25925925925925924
ro	0.23076923076923078
yo	0.2248062015503876
sl	0.20634920634920634
sk	0.1935483870967742
be	0.1891891891891892
tr	0.1891891891891892
az	0.17355371900826447
et	0.17355371900826447
is	0.17355371900826447
lt	0.17355371900826447
lv	0.17355371900826447
uk	0.17355371900826447
vi	0.17355371900826447

reliable

true

passes

true

name

"Isabella"

dialogue

"Va bene..."

detectedLang

"it"

heavyLang

"it"

scores

it	0.8201438848920863
ca	0.7560975609756098
ro	0.732620320855615
fr	0.6753246753246753
es	0.6666666666666666

reliable

false

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

"Isabella"

dialogue

"sits alone, watching him leave, still trembling"

detectedLang

"en"

heavyLang

"en"

scores

en	0.775064267352185
sv	0.41077441077441074
it	0.40878378378378377
de	0.3934142114384749
tl	0.38596491228070173
da	0.36247723132969034
no	0.3613138686131387
nl	0.3445692883895131
fr	0.33586337760910817
ms	0.33586337760910817
is	0.29292929292929293
sl	0.2222222222222222
pl	0.18032786885245902
sq	0.1764705882352941
hr	0.1606714628297362
lt	0.1606714628297362
lv	0.1606714628297362

reliable

true

passes

false