Yard Registry · canonical record
JBIP-MAN-001171
Canonical Jamaican business entity. Bakery in
—.
Reconciled from 1 institutional source.
Last verified 2026-05-18.
active
TIER 2
CONFIDENCE C
DIGITAL F
Opportunity score
56/100
Tier 2 · Warm
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Opportunity breakdown
Digital gap
100
Market
31
Accessibility
45
Tourism
21
Score version 1.4 · scored 2026-05-17
Identity & classification
Canonical ID
JBIP-MAN-001171
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}
ncra
Freshness: 2026-05-18 12:43:28.660623
tourism dependency
0.000..1
confidence 0.67
Why this score?
in_tourism_corridor
False
tourism_sources_present
False
tourism_category_match
False
category
Bakery
weights
{'corridor': 0.45, 'tourism_sources': 0.45, 'category_match': 0.25, 'saturation': 1.0}
ncra
Freshness: —
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}
ncra
Freshness: 2026-05-18 12:43:28.660623
infrastructure accessibility
0.000..1
confidence 0.00
Why this score?
Freshness: —
opportunity
56.700..100
confidence 1.00
Why this score?
tier
2
digital_gap_component
100.0
market_component
31.9
accessibility_component
45.0
tourism_component
21.0
source
opportunity_scores table (existing scoring pipeline)
ncra
Freshness: 2026-05-17 11:00:08.619081
confidence
0.220..1
confidence 0.33
Why this score?
distinct_sources
['ncra']
n_sources
1
high_trust_anchor_present
False
business_provenance_rows
0
pre_existing_confidence
0.734
weights
{'source_count': 0.5, 'high_trust': 0.25, 'provenance': 0.15, 'pre_existing': 0.15}
ncra
Freshness: 2026-05-18 12:43:28.660623
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.
Field-level provenance (most recent)
| Field |
Contributed by |
Fetched |
| name |
ncra |
2026-05-17 |
| category |
ncra |
2026-05-17 |
| address |
ncra |
2026-05-17 |
| parish |
ncra |
2026-05-17 |
Snapshot continuity
This entity has been observed in
6 completed snapshots
since it was first indexed on
2026-05-17. Snapshots run weekly per the operational cadence.
First indexed 2026-05-17
·
Last updated 2026-06-03
·
Last enriched 2026-05-18
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.