Anomaly · Listing detail

Forest View | Motivated Seller | Maids Room

Dubai Land · Ghaf Woods · 2

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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): 3,600,000
Size (sqft): 1,966
PPSF: 1,831
Type: Apartment
Bedrooms: 2
Bathrooms: 4
Completion: off_plan
Furnished: NO
Broker: R N S REAL ESTATE BROKERAGE L.L.C
Agent: Bakht Awar Akbar
Listed: 2025-11-04
Computed: 2026-05-19 00:38:40

PDQ-256 dup detection · corpus 277,301

Photos (3)

×10 dup2

×1 dup3

2 photos reused on 11 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 11 other listings (Hamming ≤ 32, PDQ-256)

evidence

{
  "totalMatches": 11,
  "matchedListings": [
    "61684523",
    "73123773",
    "69519953",
    "84090417",
    "82373312",
    "70271997",
    "78999577",
    "83215316",
    "68686654",
    "76963972",
    "72312307"
  ],
  "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

1040 chars

Description

Introducing first Forrest Living in Dubai - Serra at Ghaf Woods, by the esteemed Majid Al Futtaim. This type of development is set to breathe new life into Dubai, temperature controlled, low rise buildings offering a forest-inspired community that emphasizes sustainability, biodiversity, and a focus on enhanced thermal comfort for its residents. Ghaf Woods features 2 Bedroom apartment designed to embrace nature. With more trees than residents and home to over 20 species of birds, the community ensures outdoor temperatures are up to 5°C cooler than the surrounding areas. Features: - - 2 Bedrooms + Maids - Overlooking Forest and Greenery - A Forest Lifestyle with full of community spirit - Specious Balcony - Luxury Finishing - High Floor to Ceiling Windows - Access to Fitness and Yoga Areas - Forest Edge Swimming Pool - Easy 60-40 Payment Plan Conveniently located: - Walking distance to IMG Worlds of Adventure - 8 minutes to The Villa Residential Community - 9 minutes to Global Village - 10 minutes to Hamdan Sports Complex