Ranked shortlist · 10 of 45 hotels
Best hotels in Multan
The 10 most notable hotels in Multan, in rank order. The order is curation quality — how well attested and how complete each record is — not popularity, and no place on this list paid to be on it.
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1
Hotel DE Shalimar
43-A, Tariq Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.399, percentile 100 of 45
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2
Hotel Sindbad
Kaswar Gardezi Road
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.381, percentile 97.73 of 45
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3
Hotel Multan Continental
Hotel Multan Continental, Nishtar Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.376, percentile 95.45 of 45
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4
Belmorris Hotels & Resorts
83 Abdali Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.369, percentile 93.18 of 45
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5
Avari Xpress Hotel Multan
Old Bahawalpur Rd, opposite High Court
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 2.352, percentile 90.91 of 45
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6
The Grand Hotel Multan
Kachehri Road، opposite Sharif Plaza
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.341, percentile 88.64 of 45
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7
Hotel Crown Inn Multan
Sharif Plaza, near Kachehri Chowk Chungi No 7 & 8 Flyover
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.327, percentile 86.36 of 45
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8
Hotel Shaheen Continental Multan
Kalma Chowk, 946C Sarwar Road, near Dunya News Office
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.315, percentile 84.09 of 45
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9
Shalimar Hotel & Restaurant Multan
Bosan Road Multan
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 2.271, percentile 81.82 of 45
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10
Hotel The Lodges Inn
C 93/94, C Block Shah Rukn E Alam 100 Futti Road, near Jinah Park
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 2.259, percentile 79.55 of 45
How this list is made
Every place in this group was scored by the same model, with each term z-normalised inside the group and capped, so a famous chain cannot win by being famous everywhere. The weights, verbatim:
- attestation by independent providers
- +0.35
- record completeness (website, phone, address)
- +0.25
- Overture existence confidence
- +0.20
- Michelin designation (Wikidata, CC0)
- +0.40
- brand fame (Wikidata sitelinks)
- −0.15
- same-name chain collision
- −0.30
Curation quality, not popularity: how well attested and how complete a record is.
No licensable popularity signal; this ranks curation quality, not taste
Independent calibration: 533 Michelin-starred restaurants in the catalogue were checked against their own group. It is the only designation that covers more than one place, so the ranking is corroborated for restaurants and uncorroborated elsewhere — the manifest says so per run. The catalogue carries no rating, review count, price or opening hours, so this file has none.
Nobody paid for placement: no ads, no sponsored results, no ratings for sale.
Data: AllThePlaces (CC0-1.0), BrightQuery (CDLA-Permissive-2.0), DAC (CDLA-Permissive-2.0), Foursquare Open Source Places (Apache-2.0), Meta (CDLA-Permissive-2.0), Microsoft (CDLA-Permissive-2.0), Overture Maps Foundation (CDLA-Permissive-2.0), PinMeTo (CDLA-Permissive-2.0), RenderSEO (CDLA-Permissive-2.0).