Yard Registry · canonical record
JBIP-UNK-000946
Canonical Jamaican business entity. Education in
Free Hill, St. Ann.
Reconciled from 2 institutional sources.
Last verified 2026-05-06.
active
TIER 3
CONFIDENCE A
DIGITAL C
Opportunity score
45/100
Tier 3 · Cool
Business name and phone are reserved for subscribers.
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Signals
- Website detected
- Phone verified
- WhatsApp number found
Opportunity breakdown
Digital gap
45
Market
43
Accessibility
70
Tourism
21
Score version 1.4 · scored 2026-05-15
Identity & classification
Canonical ID
JBIP-UNK-000946
H3 cell (r9)
8945b27b4cbffff
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
0.520..1
confidence 1.00
Why this score?
tier
C
tier_score
0.5
online_presence_raw
55.0
online_presence_norm
0.55
enrichment_status
done
weights
{'tier': 0.6, 'presence': 0.4}
openstreetmapworkandjam
Freshness: 2026-05-06 21:30:39.256315
tourism dependency
0.000..1
confidence 1.00
Why this score?
in_tourism_corridor
False
tourism_sources_present
False
tourism_category_match
False
category
Education
weights
{'corridor': 0.45, 'tourism_sources': 0.45, 'category_match': 0.25, 'saturation': 1.0}
openstreetmapworkandjam
Freshness: 2026-05-14T23:19:02.885990+00:00
growth likelihood
0.160..1
confidence 0.50
Why this score?
hiring
{}
hiring_signal_subscore
0.0
digital_maturity
0.52
weights
{'hiring': 0.7, 'digital_maturity': 0.3}
openstreetmapworkandjam
Freshness: 2026-05-06 21:30:39.256315
infrastructure accessibility
0.000..1
confidence 0.70
Why this score?
signal_used
derived_from_nearby_pois
infrastructure_score_raw
0.0
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
45.800..100
confidence 1.00
Why this score?
tier
3
digital_gap_component
45.0
market_component
43.1
accessibility_component
70.0
tourism_component
21.0
source
opportunity_scores table (existing scoring pipeline)
openstreetmapworkandjam
Freshness: 2026-05-15 04:36:04.986746
confidence
0.360..1
confidence 0.67
Why this score?
distinct_sources
['openstreetmap', 'workandjam']
n_sources
2
high_trust_anchor_present
False
business_provenance_rows
0
pre_existing_confidence
1.0
weights
{'source_count': 0.5, 'high_trust': 0.25, 'provenance': 0.15, 'pre_existing': 0.15}
openstreetmapworkandjam
Freshness: 2026-05-06 21:30:39.256315
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 2
institutional sources.
Source confidence weights feed the canonicalization scoring per methodology v1.2.
| Source |
Tier |
First linked |
Last seen |
Confidence |
| OpenStreetMap |
Tier A |
2026-05-06 |
2026-05-19 |
0.72 |
| WorkandJam |
Tier A |
2026-05-14 |
2026-05-18 |
0.70 |
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 2026-05-06
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.