Anomaly · Listing detail

SINGLE ROW I B+G+2 I PAYMENT PLAN

Expo City · Yasmina Villas

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Fraud cap qualified (ceiling 0.50)

high-severity flags: mandatory_fields_missing, photo_pHash_duplicate_cross_listing

quality-positive (1.0 = clean)

Risk score

0.30

Suspicion

70%

Critical severity

Absolute structural checks

Gates

Permit valid

✓ passed

Required fields

✗ failed

Photo count

✓ passed

No dup photos

null · Phase C — pHash store

Photos ↔ description

null · Phase D — multimodal LLM

From PropertyFinder

Listing facts

Price (AED): 19,031,000
Size (sqft): 12,220
PPSF: 1,557
Type: Land
Bedrooms: —
Bathrooms: —
Completion: —
Furnished: —
Broker: Carrera Real Estate LLC
Agent: Iryna Danschke
Listed: 2025-07-22
Computed: 2026-05-12 12:22:18

PDQ-256 dup detection · corpus 277,301

Photos (3)

×1 dup1

×2 dup2

×1 dup3

3 photos reused on 2 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
Missing required fields
mandatory_fields_missing
Missing fields: bedrooms
evidence
```
{
  "missing": [
    "bedrooms"
  ]
}
```
−0.30
High
photo pHash duplicate cross listing
photo_pHash_duplicate_cross_listing
3 of this listing's photos appear on 2 other listings (Hamming ≤ 32, PDQ-256)
evidence
```
{
  "totalMatches": 4,
  "matchedListings": [
    "14802503",
    "68270523"
  ],
  "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

637 chars

Description

We are thrilled to announce the upcoming release of our new and exclusive limited number of Villas Plots where you can build your dream Villa. Located in a prime location within Expo Valley just few minutes away from the beating heart of a rich community “Expo City Dubai” where every amenity you need is only a short walk away. Highlights: Plots sizes from 7,486 sqft till 12,220 sqft. Gross Floor Area “GFA” up to 10,656 sqft. B+G+2 All Plots are single row directly looking at the “Wadi”. Possibility to merge two Plots. PAYMENT PLAN : 20% + 4% DLD On booking 20% Within 30 days from booking 60% On handover