LIVE · — ENTITIES · 22 SOURCES · METHODOLOGY v1.2 · REVISED 2026-05-31 STATUS ↗
Yard Registry/ —/ Automotive/ JBIP-KGN-008188
Yard Registry · canonical record

JBIP-KGN-008188

Canonical Jamaican business entity. Automotive in —. Reconciled from 2 institutional sources. Last verified 2026-05-18.

active TIER 2 CONFIDENCE A DIGITAL F
Opportunity score
65/100
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.

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Signals

  • No website detected
  • Phone verified
Phone: 876-•••-4449 Reveal

Opportunity breakdown

Digital gap 100
Market 53
Accessibility 65
Tourism 12
Score version 1.4 · scored 2026-05-14

Identity & classification

Canonical ID
JBIP-KGN-008188
Parish
—
Category
Automotive
Status
active
Entity kind
single
First indexed
2026-05-18
Last updated
2026-06-03
Last verified
2026-05-18
H3 cell (r9)
89673299e8fffff
Confidence
1.00 (A)

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}
findyelloworkandjam
Freshness: 2026-05-18 12:43:45.128219

tourism dependency

0.000..1
confidence 0.67
Why this score?
in_tourism_corridor False
tourism_sources_present False
tourism_category_match False
category Automotive
weights {'corridor': 0.45, 'tourism_sources': 0.45, 'category_match': 0.25, 'saturation': 1.0}
findyelloworkandjam
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}
findyelloworkandjam
Freshness: 2026-05-18 12:43:45.128219

infrastructure accessibility

0.000..1
confidence 0.00
Why this score?
Freshness: —

opportunity

65.800..100
confidence 1.00
Why this score?
tier 2
digital_gap_component 100.0
market_component 53.5
accessibility_component 65.0
tourism_component 12.0
source opportunity_scores table (existing scoring pipeline)
findyelloworkandjam
Freshness: 2026-05-14 04:28:04.541816

confidence

0.360..1
confidence 0.67
Why this score?
distinct_sources ['findyello', '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}
findyelloworkandjam
Freshness: 2026-05-18 12:43:45.128219

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.

FindYello Jamaica WorkandJam
Source Tier First linked Last seen Confidence
FindYello Jamaica Tier A 2026-05-06 2026-05-15 0.82
WorkandJam Tier A 2026-05-14 2026-05-18 0.70

Field-level provenance (most recent)

Field Contributed by Fetched
name workandjam 2026-05-14
category workandjam 2026-05-14
phone workandjam 2026-05-14
address workandjam 2026-05-14
parish workandjam 2026-05-14
name findyello 2026-05-06
category findyello 2026-05-06
phone findyello 2026-05-06
address findyello 2026-05-06

Snapshot continuity

This entity has been observed in 5 completed snapshots since it was first indexed on 2026-05-18. Snapshots run weekly per the operational cadence.

First indexed 2026-05-18 · 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.

Methodology v1.2 · revised 2026-05-31 JBIP-KGN-008188 /api/status ↗