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Ranked shortlist · 10 of 17 resorts
Best resorts in Ludhiana
The 10 most notable resorts in Ludhiana, 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
Hyatt Regency Ludhiana
Site No. 4 Ferozepur Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.99 · rank score 1.391, percentile 100 of 17
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2
FabHotel Orio
SCO No 2 Near Main Gate bus Stand
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.98 · rank score 1.232, percentile 93.75 of 17
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3
FabHotel Prime K9 Grand
Civil Lines Road opp dmc Girls College
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.211, percentile 87.5 of 17
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4
Click Hotel Kohinoor Ludhiana
Green Avenue Corner, Opposite HP Petrol Pump, Pakhowal Road
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.157, percentile 81.25 of 17
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5
OYO 31031 Ds Royal Guest House
285/B-25, Salem Tabri, Near Sabzi Mundi, Lane Opposite Bharat Petrol Pump, Near Aman Sweets
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.133, percentile 75 of 17
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6
FabHotel K9 Imperial
H No 47, Hotel K 9 Imperial, Sukhdev Nagar, Sanjana Beauty Parlour, Barewal Awana
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.133, percentile 68.75 of 17
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7
FabHotel K9 Pearl
106, Hotel K 9 Pearl, Pakhowal Road, Green Sapphire, Omaxe Township
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.133, percentile 62.5 of 17
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8
OYO 14985 Hotel S K
6, Suhani Building Chowk, Brown Road, Rarri Mohalla
759 m from Ludhiana Junction railway station, rail
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.97 · rank score 1.133, percentile 56.25 of 17
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9
Alleys Greens Resorts
Sua Rd
listed by Meta and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 0.927, percentile 50 of 17
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10
OYO Paul's Wedding House
Omaxe Royal Residency, Shaheed Bhagat Singh Nagar
listed by Microsoft and Overture Maps Foundation · record has a website, a phone and an address · Overture confidence 0.94 · rank score 0.888, percentile 43.75 of 17
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 check: 5,951 places listed in Wikivoyage (CC BY-SA 4.0; validation only, never published or scored) were matched to our records by name within 250 m. Across the 5,651 that fall in groups of at least 10, the median matched place sits at percentile 73 and 24.2% are in the top decile, against 10% by chance; five families have enough anchors to report (arts, food and drink, lodging, shopping, sport), while health care (5), lifestyle services (17), travel (26) have too few and are not validated. A match needs both the guide and the catalogue to name the same place, which favours well-attested places — a term this rank itself rewards — so these are lower bounds; Michelin's 528 in-group anchors have a median percentile of 100, but that is partly circular: across the Wikivoyage matches, the 17 that also carry the designation term this rank scores sit at 99.93, against 72.55 for the 5,934 without it.
The catalogue carries no rating, review count, price or opening hours, so this file has none.
Station locations from Wikidata (CC0-1.0). Nearest station, not service: no frequency, timetable or departures.
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).