Yard Registry · canonical record
JBIP-UNK-005103
Canonical Jamaican business entity. Hotels in
Whitehall Estates, Westmoreland.
Reconciled from 1 institutional source.
Last verified 2026-05-07.
active
TIER 2
CONFIDENCE C
DIGITAL F
Opportunity score
55/100
Tier 2 · Warm
Business name and phone are reserved for subscribers.
Public view shows canonical identity, scoring, provenance, and freshness. Sign in
(free, 5 reveals included) to unlock the business name, phone, locality, and
export.
Reveal — free →
Opportunity breakdown
Digital gap
100
Market
27
Accessibility
35
Tourism
35
Score version 1.4 · scored 2026-05-06
Identity & classification
Canonical ID
JBIP-UNK-005103
Locality
Whitehall Estates
H3 cell (r9)
8945b068e5bffff
Explainable score bundle
Six deterministic scores derived from this entity's signals. Each card includes
the contributing signals, source attribution, and freshness timestamp.
No black-box AI. See methodology.
digital maturity
0.030..1
confidence 0.67
Why this score?
tier
F
tier_score
0.05
online_presence_raw
0.0
online_presence_norm
0.0
enrichment_status
done
weights
{'tier': 0.6, 'presence': 0.4}
openstreetmap
Freshness: 2026-05-07 02:56:38.426532
tourism dependency
0.250..1
confidence 1.00
Why this score?
in_tourism_corridor
False
tourism_sources_present
False
tourism_category_match
True
category
Hotels
weights
{'corridor': 0.45, 'tourism_sources': 0.45, 'category_match': 0.25, 'saturation': 1.0}
openstreetmap
Freshness: 2026-05-14T23:19:02.885990+00:00
growth likelihood
0.010..1
confidence 0.50
Why this score?
hiring
{}
hiring_signal_subscore
0.0
digital_maturity
0.03
weights
{'hiring': 0.7, 'digital_maturity': 0.3}
openstreetmap
Freshness: 2026-05-07 02:56:38.426532
infrastructure accessibility
0.350..1
confidence 1.00
Why this score?
signal_used
precomputed_infrastructure_score
infrastructure_score_raw
35.0
in_commercial_zone
False
in_tourism_corridor
False
nearby_pois
{'schools_1km': 0, 'hospitals_2km': 0, 'banks_500m': 0, 'govt_offices_1km': 0}
openstreetmap
Freshness: 2026-05-14T23:19:02.885990+00:00
opportunity
55.500..100
confidence 1.00
Why this score?
tier
2
digital_gap_component
100.0
market_component
27.5
accessibility_component
35.0
tourism_component
35.0
source
opportunity_scores table (existing scoring pipeline)
openstreetmap
Freshness: 2026-05-06 20:02:15.784456
confidence
0.210..1
confidence 0.33
Why this score?
distinct_sources
['openstreetmap']
n_sources
1
high_trust_anchor_present
False
business_provenance_rows
0
pre_existing_confidence
0.704
weights
{'source_count': 0.5, 'high_trust': 0.25, 'provenance': 0.15, 'pre_existing': 0.15}
openstreetmap
Freshness: 2026-05-07 02:56:38.426532
Methodology: Each score is computed deterministically — same inputs always produce the same output.
Re-running the explanation now would reproduce these exact numbers. See app/scoring/economic_score.py in the source tree.
Provenance & sources
This canonical entity has been reconciled from 1
institutional source.
Source confidence weights feed the canonicalization scoring per methodology v1.2.
| Source |
Tier |
First linked |
Last seen |
Confidence |
| OpenStreetMap |
Tier A |
2026-05-06 |
2026-05-07 |
0.72 |
Field-level provenance (most recent)
Snapshot continuity
This entity has been observed in
7 completed snapshots
since it was first indexed on
2026-05-06. Snapshots run weekly per the operational cadence.
First indexed 2026-05-06
·
Last updated 2026-06-03
·
Last enriched 2026-05-07
View the snapshot log →
How this record is built.
Every Jamaican business in the Yard Registry is reconciled into a single canonical
entity with a stable identifier (JBIP-XXX-NNNNNN). Records from up to
22 institutional sources are normalized, blocked, scored, and
auto-merged above a 0.92 confidence threshold. Every field on this record is
attributed back to the source(s) that contributed it. The canonical ID itself is
immutable: even if the underlying business is renamed, merged, or relocated, the
ID persists or redirects.
The methodology — including scoring weights, source confidence rules, and merge
thresholds — is published openly at
/methodology
and version-controlled at
/methodology/changelog.