Anomaly · Listing detail

Detached Villa | Prime Location | Green Community

The Valley · 4

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Fraud cap qualified (ceiling 0.65)

3 medium-severity flags: photo_count_low_actual, price_deviation_extreme, photo_pHash_duplicate_cross_listing

quality-positive (1.0 = clean)

Risk score

0.47

Suspicion

53%

High 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): 5,400,000
Size (sqft): 3,755
PPSF: 1,438
Type: Villa
Bedrooms: 4
Bathrooms: 5
Completion: off_plan
Furnished: NO
Broker: AMR SQUARE REAL ESTATE L.L.C
Agent: Anita Kamra Asija
Listed: 2026-02-19
Computed: 2026-05-11 16:17:06

PDQ-256 dup detection · corpus 277,301

Photos (3)

×6 dup3

1 photo reused on 6 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)

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
Medium
photo pHash duplicate cross listing
photo_pHash_duplicate_cross_listing
1 of this listing's photos appear on 3 other listings (Hamming ≤ 32, PDQ-256)
evidence
```
{
  "totalMatches": 3,
  "matchedListings": [
    "15214788",
    "16042903",
    "16042906"
  ],
  "photosWithMatches": 1
}
```
−0.20
Medium
Extreme price deviation
price_deviation_extreme
Listing is 21.1% below comp median (329 comps)
evidence
```
{
  "compCount": 329,
  "discountPct": 0.21072788321212,
  "marketMedianPpsf": 1821.931839999953
}
```
−0.18

From OpportunityScore

Comp context

Discount: 21.1%
Median PPSF: 1,821.932
Comp count: 329
Scope: project

776 chars

Description

This elegant 4-bedroom Villa Farm Grove 2, The Valley, an exclusive villa community designed for refined, nature-inspired living. With expansive interiors, modern finishes, and a premium location near the park, this home is ideal for families seeking luxury, comfort, and tranquillity Property Details: 4 Bedrooms | G+1 Plus Maid’s room 5 Bathrooms Plot: 3391 sqft BUA: 3755 sqft Connectivity Dubai International Airport: 35 minutes Downtown Dubai: 25 minutes Dubai Marina: 30 minutes Academic City: 20 minutes Silicon Oasis: 15 minutes Amenities: Fitness center, yoga studios, and swimming pools Clubhouse, cinema, and game rooms Beautiful parks, water features, and community gardens 24/7 security, concierge services, and retail outlets Please call for more details