Anomaly · Listing detail

Land for sale in Al Barsha 3 | Prime Location

Al Barsha · Al Barsha 3 Villas

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Fraud cap qualified (ceiling 0.50)

high-severity flag: mandatory_fields_missing

quality-positive (1.0 = clean)

Risk score

0.44

Suspicion

56%

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): 8,200,000
Size (sqft): 15,000
PPSF: 546
Type: Land
Bedrooms: —
Bathrooms: —
Completion: —
Furnished: —
Broker: AL MASKAN REAL ESTATE (L.L.C.)
Agent: Adnan Raish Mohammed
Listed: 2026-02-17
Computed: 2026-05-11 16:15:44

PDQ-256 dup detection · corpus 277,301

Photos (3)

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
Low
Description too short
description_too_short
Description is only 188 characters
evidence
```
{
  "length": 188,
  "threshold": 200
}
```
−0.06
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

188 chars

Description

Location: Al Barsha 3, Dubai - Size: 15,000 sq ft - Usage: Residential – For Villa - 7 mins drive from Mall of Emirates - Prime location. - Shopping: Al Barsha Mall (walking distance)