Anomaly · Listing detail

Modern 4-Bedroom + Maid Villa | Emaar VINDERA

The Valley · 4

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Fraud cap qualified (ceiling 0.50)

high-severity flag: photo_pHash_duplicate_cross_listing

quality-positive (1.0 = clean)

Risk score

0.42

Suspicion

58%

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): 4,207,888
Size (sqft): 3,225
PPSF: 1,304
Type: Villa
Bedrooms: 4
Bathrooms: 4
Completion: off_plan_primary
Furnished: NO
Broker: Elevation International Real Estate L.l.c
Agent: Kushagra Mangal
Listed: 2025-11-12
Computed: 2026-05-12 12:39:31

PDQ-256 dup detection · corpus 277,301

Photos (3)

×1 dup1

×4 dup2

×5 dup3

3 photos reused on 7 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 (4)

High

photo pHash duplicate cross listing

photo_pHash_duplicate_cross_listing

3 of this listing's photos appear on 7 other listings (Hamming ≤ 32, PDQ-256)

evidence

{
  "totalMatches": 10,
  "matchedListings": [
    "82786517",
    "82384179",
    "71085801",
    "54939334",
    "82813180",
    "54400086",
    "54399974"
  ],
  "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
Medium
Extreme price deviation
price_deviation_extreme
Listing is 28.4% below comp median (329 comps)
evidence
```
{
  "compCount": 329,
  "discountPct": 0.28427618894896,
  "marketMedianPpsf": 1821.931839999953
}
```
−0.18

854 chars

Description

Discover modern comfort and elegant design in this brand-new 4-bedroom plus maid’s villa located in VINDERA by Emaar. With a 4-Plex Style 1 layout and a built-up area of 2,907 sq. ft., this home is thoughtfully designed for contemporary family living. Property Features: 4 Bedrooms 5 Bathrooms 4-Plex Style 1 Layout Built-up Area: 2,907 Sq. Ft. 2 Covered Parking Spaces Bright Living and Dining Areas Modern Kitchen with Premium Finishes Private Garden Area Community Highlights: Developed by Emaar, one of Dubai’s most trusted developers Family-friendly neighborhood with landscaped parks and green spaces Community swimming pool, gym, and children’s play areas Close proximity to schools, retail outlets, and major highways Experience a lifestyle of comfort and elegance at Emaar VINDERA – where modern architecture meets serene community living.