Anomaly · Listing detail

Community View| 3bed+Maid | Best Deal

Dubai Land · Ferns · 3

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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): 3,090,000
Size (sqft): 1,955
PPSF: 1,580
Type: Townhouse
Bedrooms: 3
Bathrooms: 4
Completion: off_plan
Furnished: NO
Broker: Home Craft Real Estate
Agent: Himanshu Vij
Listed: 2026-01-10
Computed: 2026-05-11 16:06:29

PDQ-256 dup detection · corpus 277,301

Photos (3)

×1 dup1

×4 dup2

×2 dup3

3 photos reused on 4 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
2 of this listing's photos appear on 2 other listings (Hamming ≤ 32, PDQ-256)
evidence
```
{
  "totalMatches": 3,
  "matchedListings": [
    "15929376",
    "14787769"
  ],
  "photosWithMatches": 2
}
```
−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

1150 chars

Description

Townhouse for sale in FERNS, Haven By Aldar Homecraft Real Estate is proud to present Haven by Aldar, a quint Neighborhood of distinct homes that consist of 3 Bedroom townhouse that come with unique designs. Property Details: - 3bedrooms - 4 bathrooms - Powder room - Maid room - Store - First floor family living area - Kitchen - 2 parking bays ▬▬▬▬▬▬▬▬▬▬ ③ PRICE: ▬▬▬▬▬▬▬▬▬▬ AED-3090000 ▬▬▬▬▬▬▬▬▬▬▬▬ About Haven by Aldar ▬▬▬▬▬▬▬▬▬▬▬▬ Designed to offer a luxurious and serene lifestyle, Haven offers a range of residential options, each meticulously crafted to provide residents with the utmost comfort and elegance. The interiors are designed with contemporary aesthetics and premium finishes, creating a sense of luxury and sophistication. In addition to its residential offerings, Haven features an array of world-class amenities designed to cater to residents every need, a sustainable and smart community. These amenities include Zen gardens, cycling and hiking tracks, Yoga decks, retail plaza, community center, community Treehouse and many more facilities, providing residents with ample opportunities for relaxation and recreation.