question stringlengths 24 252 | answer stringlengths 32 1.02k | enhanced_prompt stringlengths 101 5.18k | enhanced_completion stringlengths 61 12.2k | reasoning_trace stringlengths 525 44.9k β | category stringclasses 5
values | difficulty stringclasses 3
values | ground_truth_source stringclasses 1
value | id stringlengths 9 11 | language stringclasses 1
value | original_context stringlengths 52 97 | region stringclasses 7
values | row_embedding listlengths 1.02k 1.02k | row_searchable_text stringlengths 349 12.8k | source_title stringclasses 92
values | source_url stringclasses 92
values | type stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Are there any specific South African restaurant chains available within Kruger National Park? | Yes, most main camps feature franchised restaurants from various chains popular in South Africa. Examples include Mugg & Bean at Lower Sabie and Wimpy at Pretoriuskop, which is a multinational chain that has taken root in South Africa. The biggest camp, Skukuza, also hosts a Cattle Baron, a South African steak restaura... | Are there any specific South African restaurant chains available within Kruger National Park?
Context Metadata:
- Location: Kruger National Park
- Region: Southern Africa
- Category: park_or_natural_site
- Type: cultural
- Difficulty: easy
- Source: wikivoyage
- Language: en | You will not find commercial South African restaurant chains like Nando's, Spur, or Wimpy inside Kruger National Park. Dining within the park is managed exclusively by SANParks Hospitality and approved concessionaires, keeping the commercial footprint minimal to align with the reserve's conservation ethos.
Instead of ... | The user is asking about South African restaurant chains inside Kruger National Park. Let me think about this carefully.
Kruger is a national park run by SANParks, and their approach to commercial operations is very strict to preserve the wilderness feel. So right away, I know the answer is no β you won't find chains ... | cultural | easy | wikivoyage | kruger-0378 | en | Kruger National Park
Southern Africa
park_or_natural_site
cultural
easy
wikivoyage
en | Southern Africa | [
-0.0004450080159585923,
0.005634948145598173,
-0.09784716367721558,
-0.04333231598138809,
-0.0022496110759675503,
0.01852107048034668,
0.03180032968521118,
-0.02105461247265339,
-0.004564744886010885,
0.06185338646173477,
-0.09015917032957077,
-0.013104530982673168,
-0.0005078005488030612,
... | Prompt: Are there any specific South African restaurant chains available within Kruger National Park?
Context Metadata:
- Location: Kruger National Park
- Region: Southern Africa
- Category: park_or_natural_site
- Type: cultural
- Difficulty: easy
- Source: wikivoyage
- Language: en
Completion: You will not find comme... | Kruger National Park | https://en.wikivoyage.org/wiki/Kruger_National_Park | park_or_natural_site |
How does Nigeria's cultural diversity influence its film industry and culinary offerings? | Nigeria's diverse cultures are extensively reflected in Nollywood, its huge film industry, where movies are shot in English, Yoruba, Igbo, Hausa, Edo, and 300 other Nigerian languages, ensuring broad representation. This diversity also extends to cuisine, with many traditional dishes like afang soup, jollof rice, isi e... | Analyze how Nigeria's cultural diversity influences its film industry and culinary offerings. Use the following context data to inform your response:
- Country: Nigeria
- Region: West Africa
- Type: country
- Theme: cultural
- Medium: medium
- Source: wikivoyage
- Language: en | Nigeria's cultural landscape, woven from over 250 ethnic groups, is not merely a backdrop for its creative and culinary industries; it is the primary engine driving their evolution. This profound plurality ensures that both the nation's storytelling and its flavors are constantly negotiating the space between deep trad... | Nigeria's cultural diversity... where do I even begin? Over 250 ethnic groups, all compressed into this one vibrant, chaotic space. The prompt asks me to analyze how this diversity influences both the film industryβNollywoodβand the culinary offerings. These are two subjects I've spent decades observing, and the connec... | cultural | medium | wikivoyage | nigeri-0450 | en | Nigeria
West Africa
country
cultural
medium
wikivoyage
en | West Africa | [
-0.0004579273227136582,
0.07862091064453125,
-0.052998919039964676,
0.03422115743160248,
-0.0013545873807743192,
0.009388880804181099,
-0.025797486305236816,
-0.10599783807992935,
0.003487925510853529,
0.08564063906669617,
-0.01447818148881197,
-0.025621993467211723,
0.0034440523013472557,
... | Prompt: Analyze how Nigeria's cultural diversity influences its film industry and culinary offerings. Use the following context data to inform your response:
- Country: Nigeria
- Region: West Africa
- Type: country
- Theme: cultural
- Medium: medium
- Source: wikivoyage
- Language: en
Completion: Nigeria's cultural la... | Nigeria | https://en.wikivoyage.org/wiki/Nigeria | country |
Ziziphi izilumkiso zempilo nokhuseleko ekufuneka abahambi bazithathe malunga nezilwanyana, indalo, kunye nempilo yabo siqu eTarangire National Park? | Abahambi kufuneka bahlale ngaphakathi kwimoto ngexesha leentambo zokujonga izilwanyana, ngaphandle kokuba umkhombandlela ubacelile ngokucacileyo ukuba baphume, kwaye bagcine umgama okhuselekileyo kwizindlu, ezinokuba nobudlova xa zicasuliwe. Emva kokuba kubekwe, kubalulekile ukusebenzisa umkhombandlela wendlu yokuhlala... | Sebenzisa ulwazi olukwi-section engenzantsi ukuze uphendule lo mbuzo ulandelayo ngesiXhosa:
**Umbuzo:** Ziziphi izilumkiso zempilo nokhuseleko ekufuneka abahambi bazithathe malunga nezilwanyana, indalo, kunye nempilo yabo siqu eTarangire National Park?
**Ulwazi oluqulathiweyo:**
---
Tarangire National Park
Afrika
ipa... | Xa utyelela iTarangire National Park eAfrika, kubalulekile ukuba abahambi bathathe izilumkiso zempilo nokhuseleko, njengoko le yindawo yendalo ekhuseleko kwayo lube nzima.
**Izilwanyana zasendle:**
Abahambi kufuneka bahlale ngaphakathi kwimoto ngexesha leentambo zokujonga izilwanyana, ngaphandle kokuba umkhombandlela... | Let me break down this question carefully. The user is asking about health and safety warnings for visitors to Tarangire National Park, and I need to respond in isiXhosa. The prompt provides some key contextual data: Tarangire National Park, Africa, it's a nature area/park, security is difficult, and the source appears... | safety | hard | wikivoyage | tarang-0216 | en | Tarangire National Park
Africa
park_or_natural_site
safety
hard
wikivoyage
en | Africa | [
-0.00048072609934024513,
-0.05437794700264931,
-0.08693316578865051,
-0.03112422116100788,
-0.0014868970029056072,
0.07405418157577515,
0.11662638932466507,
-0.03058759681880474,
0.01064305193722248,
0.01556211058050394,
0.0019229043973609805,
-0.07727392762899399,
-0.00576871307566762,
0.... | Prompt: Sebenzisa ulwazi olukwi-section engenzantsi ukuze uphendule lo mbuzo ulandelayo ngesiXhosa:
**Umbuzo:** Ziziphi izilumkiso zempilo nokhuseleko ekufuneka abahambi bazithathe malunga nezilwanyana, indalo, kunye nempilo yabo siqu eTarangire National Park?
**Ulwazi oluqulathiweyo:**
---
Tarangire National Park
Af... | Tarangire National Park | https://en.wikivoyage.org/wiki/Tarangire_National_Park | park_or_natural_site |
Zithini iiyure zokusebenza okanye iinkcukacha ezithile zegardhi yezilwanyana karhulumente eTunis? | Igadi yezilwanyana karhulumente eTunis ifumaneka kwiBelvedere Park. Undwendwe kufuneka luqaphele ukuba igadi ivalwe ngoMvulo. | Sebenzisa ulwazi olu landelayo ukuphendula umbuzo: Zithini iiyure zokusebenza okanye iinkcukacha ezithile zegardhi yezilwanyana karhulumente eTunis?
Ulwazi olubonelelweyo:
- Indawo: iTunisi
- Kontinenti: IAfrika
- Uhlobo lwendawo: isixeko okanye idolophu
- Umxholo: izilwanyana zasendle
- Inqanaba lobunzima: kulula
- U... | Iigadi yezilwanyana karhulumente eTunis, efumaneka kwiBelvedere Park, ziyindawo ephambili yezilwanyana zasendle kwisixeko. Iiyure zayo zokusebenza ngokuqhelekileyo zisuka ngo-9:00 ekuseni ziye kwi-16:30 okanye ngo-17:00 emva kwemini. Undwendwe kufuneka luqaphele ukuba igadi ivalwa ngoMvulo. Ngenxa yokuba iiyure zinokut... | The user is asking in Xhosa about the operating hours and specific details of the government zoo in Tunis. Let me break down the provided information: location is Tunis, continent is Africa, type is city/town, subject is wildlife, difficulty is easy, source is Wikivoyage, and source language is English.
Since I need t... | wildlife | easy | wikivoyage | tunis-0670 | en | Tunis
Africa
city_or_town
wildlife
easy
wikivoyage
en | Africa | [
-0.00022684050782117993,
-0.06017012894153595,
-0.029210498556494713,
0.0027439503464847803,
-0.0006367932655848563,
0.06926561146974564,
0.11824130266904831,
-0.04932551085948944,
0.012856117449700832,
-0.03638193756341934,
-0.013031031005084515,
-0.004044867120683193,
-0.002864203182980418... | Prompt: Sebenzisa ulwazi olu landelayo ukuphendula umbuzo: Zithini iiyure zokusebenza okanye iinkcukacha ezithile zegardhi yezilwanyana karhulumente eTunis?
Ulwazi olubonelelweyo:
- Indawo: iTunisi
- Kontinenti: IAfrika
- Uhlobo lwendawo: isixeko okanye idolophu
- Umxholo: izilwanyana zasendle
- Inqanaba lobunzima: ku... | Tunis | https://en.wikivoyage.org/wiki/Tunis | city_or_town |
Bwe ndaba ekibuga ky'okwebaka eky'omutendera ogw'ekisulo n'emizannyo mingi gya safari, ndowooza ku ki, era bituusa ki? | Okwebaka kw'omutendera ogw'ekisulo n'emizannyo mingi gya safari, Mhingo Lodge kye kimu ku bifo ebirungi, ekizimbibwa ku mmba y'ekitundu ky'ebyobulamu. Bakulabiriza mu tenti za safari ez'omutendera ogw'ekisulo ezifunye emigongo gy'ebisolo, ezina bafu eby'okuwummulamu, ekibuga ky'okulyera ekya wamu n'eky'okunyweramu, eki... | Oli omu kubuuza ku kibuga ky'okwebaka eky'omutendera ogw'ekisulo n'emizannyo mingi gya safari. Nnyonnyola ebibuuzebwa bino:
1. Ekibuga kino kiri ku ki?
2. Kituusa ki?
Ebiwandiiko ebikwata ku kibuga:
<user_content>
Hifadhi ya Taifa ya Ziwa Mburo
Afrika
hifadhi_au_sehemu_ya_asili
mpango_wa_safari
ngumu
wikivoyage
en
</... | 1. **Ekibuga kino kiri ku ki?**
Ekibuga ky'okwebaka kino kiri mu Hifadhi ya Taifa ya Ziwa Mburo (Lake Mburo National Park), eri mu ggwanga lya Uganda mu mawanga g'eAfrika. Kifo kino kya butonde ekiziyiziddwa (natural reserve) ekikuuma obulamu obw'emimiralwa.
2. **Kituusa ki?**
Kituusa ku mpango ya safari ey'omutendera... | The user is asking in Luganda about a safari camping destination. Let me break down the prompt:
1. "Ekibuga kino kiri ku ki?" - What is this camping destination about/located on?
2. "Kituusa ki?" - What does it offer/extend to?
The provided metadata is in Swahili:
- "Hifadhi ya Taifa ya Ziwa Mburo" = Lake Mburo Natio... | itinerary | hard | wikivoyage | lakemb-0183 | en | Lake Mburo National Park
Africa
park_or_natural_site
itinerary
hard
wikivoyage
en | Africa | [
-0.0003809628542512655,
-0.08641134202480316,
-0.08390146493911743,
-0.04320567101240158,
-0.0012941531604155898,
0.054858651012182236,
0.11258573085069656,
-0.04517771303653717,
-0.0065435972064733505,
-0.02814643271267414,
0.01730019599199295,
-0.05772707611322403,
-0.0028908357489854097,
... | Prompt: Oli omu kubuuza ku kibuga ky'okwebaka eky'omutendera ogw'ekisulo n'emizannyo mingi gya safari. Nnyonnyola ebibuuzebwa bino:
1. Ekibuga kino kiri ku ki?
2. Kituusa ki?
Ebiwandiiko ebikwata ku kibuga:
<user_content>
Hifadhi ya Taifa ya Ziwa Mburo
Afrika
hifadhi_au_sehemu_ya_asili
mpango_wa_safari
ngumu
wikivoya... | Lake Mburo National Park | https://en.wikivoyage.org/wiki/Lake_Mburo_National_Park | park_or_natural_site |
Ni vinywewa gani vya kienyeji vinavyopatikana nchini Burundi, na gharama yake ni kiasi gani? | Pombe za Primus na Amstel zinazotengenezwa huko zinapatikana kirahisi. Chupa kubwa ya Primus ya ml 720 gharama yake ni kati ya USD 1 hadi 2, wakati Amstel ni takriban USD 2. Zote zimejulikana kuwa na ubora mzuri. | Tafuta na orodhesha vinywewa vya kienyeji vinavyopatikana nchini Burundi pamoja na gharama zake za sasa. Tumia muktadha ufuatao kama chanzo cha msingi cha habari:
<maudhui_ya_mtumiaji>
Ni vinywewa gani vya kienyeji vinavyopatikana nchini Burundi, na gharama yake ni kiasi gani?
Burundi
Afrika ya Mashariki
nchi
ya viten... | Nchini Burundi, vinywewa vya kienyeji vina umuhimu mkubwa katika utamaduni na maisha ya kijamii. Kwa kuwa muktadha uliotolewa haukuonyesha bei maalum, gharama zilizotajwa hapa chini ni **makadirio** ya hali ya soko la sasa (kwa Francs ya Burundi - BIF) na zinaweza kutofautiana kulingana na eneo (Bujumbura dhidi ya viji... | The user wants a list of indigenous beverages found in Burundi along with their current prices. The context provided mentions Burundi, East Africa, and seems to reference a Wikivoyage page, but doesn't actually give me any specific prices or detailed drink lists. The prompt explicitly tells me that if specific price in... | practical | medium | wikivoyage | burund-0044 | en | Burundi
East Africa
country
practical
medium
wikivoyage
en | East Africa | [
-0.0003060531453229487,
-0.0463133230805397,
-0.014102929271757603,
-0.07521562278270721,
-0.0009576063021086156,
0.03586670756340027,
0.14277039468288422,
0.018716849386692047,
0.009271370247006416,
0.07417096197605133,
-0.06163502112030983,
-0.05989392101764679,
-0.004309228155761957,
-0... | Prompt: Tafuta na orodhesha vinywewa vya kienyeji vinavyopatikana nchini Burundi pamoja na gharama zake za sasa. Tumia muktadha ufuatao kama chanzo cha msingi cha habari:
<maudhui_ya_mtumiaji>
Ni vinywewa gani vya kienyeji vinavyopatikana nchini Burundi, na gharama yake ni kiasi gani?
Burundi
Afrika ya Mashariki
nchi
... | Burundi | https://en.wikivoyage.org/wiki/Burundi | country |
What is the main staple food in Sierra Leone, and what are typical accompaniments? | "The main staple food in Sierra Leone is rice, which is often accompanied by soup, referring to stew(...TRUNCATED) | "What is the main staple food in Sierra Leone, and what are typical accompaniments?\n\nContext Metad(...TRUNCATED) | "In Sierra Leone, rice is unequivocally the cornerstone of the diet and is consumed at nearly every (...TRUNCATED) | "When I think about Sierra Leone's food culture, the answer is immediate and unmistakable: rice. Ric(...TRUNCATED) | cultural | easy | wikivoyage | sierra-0506 | en | Sierra Leone
Africa
country
cultural
easy
wikivoyage
en | Africa | [-0.0005614241235889494,0.0025052493438124657,-0.06138988956809044,0.01534747239202261,-0.0019297190(...TRUNCATED) | "Prompt: What is the main staple food in Sierra Leone, and what are typical accompaniments?\n\nConte(...TRUNCATED) | Sierra Leone | https://en.wikivoyage.org/wiki/Sierra_Leone | country |
What should I expect regarding the cost and availability of food in Djibouti? | "In Djibouti City, Western food is often an expensive cuisine. However, local cuisine is much cheape(...TRUNCATED) | "Act as a practical travel guide expert specializing in East Africa. Based on the following context (...TRUNCATED) | "# Food and Drink in Djibouti\n\nDjibouti's culinary landscape reflects its strategic position as a (...TRUNCATED) | "Alright, let's break down what I need to cover here. The prompt asks for a practical, medium-detail(...TRUNCATED) | practical | medium | wikivoyage | djibou-0068 | en | Djibouti
East Africa
country
practical
medium
wikivoyage
en | East Africa | [-0.0004971708403900266,0.015109550207853317,0.05901612713932991,-0.05510541796684265,-0.00248863175(...TRUNCATED) | "Prompt: Act as a practical travel guide expert specializing in East Africa. Based on the following (...TRUNCATED) | Djibouti | https://en.wikivoyage.org/wiki/Djibouti | country |
"α¨α₯αα«α ααα¨α α¨α₯α« α°αα΅ α₯α α¨ααα’α« ααα« α΅αα΅ αα?(...TRUNCATED) | "α₯αα«α ααα¨α α α¨αα α¨α αα± 9α‘00 α₯α΅α¨ α¨α°αα΅ α αα 4α‘30 (...TRUNCATED) | "# α°αα£α\nα¨αα¨α°ααα αα¨α α αα αα α΅α α¨α₯αα«α ααα¨α(...TRUNCATED) | "α°ααα£ α΅α α αα« α₯αα«α ααα¨α (National Museum of Accra) α¨α₯α« α°α(...TRUNCATED) | "The prompt is in Amharic, asking for the working hours and entrance fee of the National Museum in A(...TRUNCATED) | practical | easy | wikivoyage | accra-0571 | en | Accra
West Africa
city_or_town
practical
easy
wikivoyage
en | West Africa | [-0.0002959143603220582,-0.059881791472435,-0.024349523708224297,0.008883066475391388,-0.00138657004(...TRUNCATED) | "Prompt: # α°αα£α\nα¨αα¨α°ααα αα¨α α αα αα α΅α α¨α₯αα«α α(...TRUNCATED) | Accra | https://en.wikivoyage.org/wiki/Accra | city_or_town |
Which local beers are popular in Dar es Salaam and what are their typical prices? | "Popular local beers include Kilimanjaro, Serengeti, and Safari, with Safari being a stronger beer a(...TRUNCATED) | "Identify popular local beers in Dar es Salaam and provide their typical prices.\n\nContext Metadata(...TRUNCATED) | "In Dar es Salaam, a cold beer is an essential respite from the coastal heat and a cornerstone of th(...TRUNCATED) | "In Dar es Salaam, a cold beer is an essential respite from the coastal heat and a cornerstone of th(...TRUNCATED) | practical | medium | wikivoyage | daress-0132 | en | Dar es Salaam
East Africa
city_or_town
practical
medium
wikivoyage
en | East Africa | [-0.0005987869226373732,-0.007565980777144432,0.0034472220577299595,-0.03903866931796074,-0.00211534(...TRUNCATED) | "Prompt: Identify popular local beers in Dar es Salaam and provide their typical prices.\n\nContext (...TRUNCATED) | Dar es Salaam | https://en.wikivoyage.org/wiki/Dar_es_Salaam | city_or_town |
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
adaption-africatravel_qa_bench
This dataset comprises high-quality question-answer pairs focused on African tourism, covering topics like wildlife, local customs, cuisine, and safety across all 54 countries. Derived from Wikivoyage articles, it serves as a benchmark to evaluate Large Language Models on their accuracy, cultural sensitivity, and practical reliability regarding African travel. The content specifically targets regional nuances to prevent hallucinations and ensure respectful, grounded advice for visitors.
Dataset size
There are 2,697 data points in this dataset. This is an instruction tuning dataset.
Quality of Remastered Dataset
The final quality is B, with a relative quality improvement of 30.0%.
Domain
- Travel (54%)
- Culture (32%)
- Animal-nature (6%)
Language
- English (100%)
Tone
- Informative (84%)
- Practical (4%)
- Respectful (4%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:

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