Anomaly · Listing detail

5 BR Villa | Brand New | Prime Location

Damac Lagoons · 5

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Score capped at 0.50 (would have scored 0.65)
high-severity flag: photo_pHash_duplicate_cross_listing
quality-positive (1.0 = clean)

Risk score

0.50
Suspicion
50%
Critical severity
Absolute structural checks

Gates

Permit valid
✓ passed
Required fields
✓ passed
Photo count
✓ passed
No dup photos
null · Phase C — pHash store
Photos ↔ description
null · Phase D — multimodal LLM
From PropertyFinder

Listing facts

Price (AED)
3,500,000
Size (sqft)
1,550
PPSF
2,258
Type
Villa
Bedrooms
5
Bathrooms
5
Completion
completed
Furnished
NO
Broker
HOUSING QUEST REAL ESTATE L.L.C
Agent
Akarshan Arora
Listed
2026-02-27
Computed
2026-05-11 16:21:36
PDQ-256 dup detection · corpus 277,301

Photos (3)

Photo 1×10 dup1
Photo 2×10 dup2
Photo 3×10 dup3
3 photos reused on 27 other listings. Hover the badge to see matched listing IDs and Hamming distances.
LLM holistic analysis (Phase D) didn't fire for this listing — either it wasn't requested or returned a clean read. Re-run with --call1 to populate.
Per-signal evidence

Flags (2)

  • High
    photo pHash duplicate cross listing
    photo_pHash_duplicate_cross_listing
    3 of this listing's photos appear on 15 other listings (Hamming ≤ 32, PDQ-256)
    evidence
    {
  "totalMatches": 18,
  "matchedListings": [
    "16252023",
    "15973914",
    "15988257",
    "16317894",
    "53186248",
    "15310295",
    "56146902",
    "16271622",
    "56135004",
    "59735139",
    "16319471",
    "16319476",
    "57370321",
    "16143259",
    "56142286"
  ],
  "photosWithMatches": 3
}
    −0.20
  • Medium
    photo count low actual
    photo_count_low_actual
    Only 3 photos downloaded (claimed counts in raw can lie — this is from the actual fetch)
    evidence
    {
  "actual": 3,
  "totalRows": 3,
  "downloadOkCount": 3
}
    −0.15
755 chars

Description

DAMAC Lagoons is a beautiful waterfront community in Dubai inspired by Mediterranean destinations. The community is built around crystal lagoons, white sandy beaches, and lush green spaces, offering residents a relaxed, holiday-style lifestyle every day. It features modern villas and townhouses designed with elegant finishes and spacious layouts. The community is family-friendly and provides a peaceful environment while still offering easy access to major roads and key areas of Dubai. Community Amenities: *Crystal lagoons & white sandy beaches *Swimming pools *Water activities (kayaking & paddleboarding) *Clubhouse *Fully equipped gym *Jogging & cycling tracks *Kids play areas *Parks & landscaped gardens *Retail shops & cafes *24/7 security