Anomaly · Listing detail

2 Bed+Maid | Luxury Forest Living | 60/40 PP

Dubai Land · Ghaf Woods · 2

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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): 3,020,000
Size (sqft): 1,450
PPSF: 2,082
Type: Apartment
Bedrooms: 2
Bathrooms: 4
Completion: off_plan_primary
Furnished: PARTLY
Broker: Sky View Real Estate Brokers - Hessa St
Agent: Michelle Vanrooyen
Listed: 2026-01-19
Computed: 2026-05-11 16:07:36

PDQ-256 dup detection · corpus 277,301

Photos (3)

×10 dup1

×10 dup2

×6 dup3

3 photos reused on 13 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

3 of this listing's photos appear on 11 other listings (Hamming ≤ 32, PDQ-256)

evidence

{
  "totalMatches": 23,
  "matchedListings": [
    "54941761",
    "54386235",
    "53996153",
    "54941927",
    "16107410",
    "54386350",
    "16106616",
    "51050891",
    "16106729",
    "54943757",
    "55338810"
  ],
  "photosWithMatches": 3
}

−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

813 chars

Description

A selection of the most exquisite apartments in Ghaf Woods with unobstructed views! A vibrant new phase that gives you a sense of city living in the middle of forest. Nature-Inspired 2BR + M | Distrikt at Ghaf Woods Invest in Dubai’s most sustainable lifestyle community. Surrounded by over 150,000 trees, this contemporary apartment offers bright interiors, seamless layouts, and long-term capital appreciation potential. Forest community by Majid Al Futtaim Balcony with landscaped views Resort-style pools & wellness zones Jogging & cycling trails Retail & cafés within the community Flexible Payment Plan Available Handover: July 2029 Sky View Real Estate Brokers 800-SKYVIEW 1108, Clover Bay, Business Bay, Dubai (Main Office) Sky View Sales Center, Office 1, Hessa Street, Al Barsha Third (Branch)