Anomaly · Listing detail

Luxury Villa | Private Gated Community | ROI

The Oasis by Emaar · 4

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Score capped at 0.50 (would have scored 0.60)

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): 16,500,000
Size (sqft): 8,266
PPSF: 1,996
Type: Villa
Bedrooms: 4
Bathrooms: 5
Completion: off_plan_primary
Furnished: NO
Broker: HOUSE & HEDGES REAL ESTATE
Agent: Muhammad Usman Arif
Listed: 2026-01-29
Computed: 2026-05-11 16:09:22

PDQ-256 dup detection · corpus 277,301

Photos (3)

×5 dup2

×4 dup3

2 photos reused on 5 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 (3)

High
photo pHash duplicate cross listing
photo_pHash_duplicate_cross_listing
2 of this listing's photos appear on 5 other listings (Hamming ≤ 32, PDQ-256)
evidence
```
{
  "totalMatches": 9,
  "matchedListings": [
    "16189823",
    "16189497",
    "16190271",
    "16190415",
    "16189945"
  ],
  "photosWithMatches": 2
}
```
−0.20
Low
Not PF-verified
verification_missing
Listing not marked verified by PropertyFinder
evidence
```
{
  "is_verified": false
}
```
−0.05
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

1510 chars

Description

House & Hedges Real Estate is pleased to offer this 4 Bedroom Villa at Palmiera Collective at The Oasis , Dubai Palmiera Collective at The Oasis by Emaar Properties is a newly added resort-like paradise in Dubai, offering a limited choice of opulent 4-bedroom villas. Seize your everyday and live your life to its fullest within this heaven-like gated escape. With this latest launch, you are allowed to nurture your well-being within this truly peaceful, private, and blissfully shared community. Here, every home celebrates the lively charm of this picturesque setting, planned harmoniously with interconnected waterways. The modish designs of homes are crafted with simple aesthetic & soft tones and contemporary architecture, where indoor and outdoor spaces are intertwined to offer you the best of serene comfort and soothing nature from your private spaces. Key Amenities : - Beach Access - Bike path - Community Lawn - Fitness Zone - Jogging tracks - Lagoon style swimming pool - Landscaped park - Leisure areas - Mosque House and Hedges Real Estate, where your dream home journey begins. Our dedicated team is committed to turning your real estate aspirations into reality. Experience personalized service, unmatched expertise, and a seamless path to finding the perfect place to call home. For more details, please contact our dedicated team member Mr. Muhammad Usman Arif. We' re eager to assist you on your journey to finding your dream home. Thank you for choosing House & Hedges Real Estate.