Exact Match

Name normalized identically — highest confidence (0.90–1.00)

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
PAT
KR
Korea Electronics Technology Institute, Korea Electronics Technology Institute
전자부품연구원
electronics institute korea technology
Contract manufacturerSmoking Alternatives 1.000
2
PAT
FR
Maatel Maatel SAS
maatel
Contract manufacturerSmoking Alternatives 1.000
3
PAT
US
Njoy NJOY, LLC
njoy
TradingTrading (products)RetailSmoking Alternatives 1.000
4
PAT
JP
Umc Electronics Co UMC Electronics Co., Ltd.
electronics umc
Contract manufacturerSmoking Alternatives 1.000
5
PAT
KR
Jft Co Ltd JFT Co., Ltd.
jft
HardwareContract manufacturerDistributionsSmoking Alternatives 1.000
6
TM
US
CELSIUS HOLDINGS, INC. Celsius Holdings, Inc.
celsius
Wellness and Stimulation 1.000
7
TM
US
Ignite International, Ltd Ignite International, Ltd.
igniteenterprises ignite us vulcan
TradingTrading (products)WholesaleSmoking Alternatives 1.000
8
PAT
GB
Xolo Ltd Xolo Ltd.
xolo
HardwareSmoking Alternatives 1.000
9
TM
US
PAX Labs, Inc PAX Labs, Inc.
labs pax
HardwareTrading (products)Smoking Alternatives 1.000
10
TM
US
Kiva Brands Inc. Kiva Brands, Inc.
brands kiva
ManufacturingTradingConsumablesTrading (products)Distributions 1.000

LEI Match

Matched via GLEIF LEI code; confidence 0.786–0.920

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
PAT
GB
American Tobacco Cy British American Tobacco Group
american british tobacco
HardwareConsumablesRaw materialsDistributionsSmoking Alternatives 0.828
2
PAT
DE
Breathe Technologies, Breathe Solutions GmbH
breathe solutions
HardwareTrading (products)Smoking Alternatives 0.920
3
PAT
US
New Health Sciences Inc, Usana Health Sciences, Inc.
health sciences usana
ManufacturingWellness and Stimulation 0.920
4
PAT
CH
Te Connectivity Poland Ltd TE Connectivity Ltd.
connectivity teelectronics tyco
Smoking Alternatives 0.920
5
PAT
Polymer Technology Inc us Polymer Technology Systems, Inc.
polymer systems technology
Digital Health and Wellbeing device 0.828
6
PAT
DE
Boehringer Ingelheim Internaitonal Gmbh Boehringer Ingelheim International GmbH.
boehringer ingelheim
ManufacturingTrading (products)Digital Health and Wellbeing device 0.920
7
PAT
US
Philips North America Llc, Philips RS North America LLC
america north philips rs
Digital Health and Wellbeing device 0.920
8
PAT
US
Analog Devices Technology, Analog Devices, Inc.
analog devices
ManufacturingContract manufacturerComponents/PartsSmoking Alternatives 0.828
9
PAT
CN
Wenzhou Tuotian International Trade Co Ltd International Trade Co., Ltd.
international trade
Service ProviderSmoking Alternatives 0.828
10
PAT
CH
Philip Mrris Products Sa Philip Morris Products S.A.
morris philip productsde fabriques reunies tabac
ManufacturingTradingOtherConsumablesRaw materials 0.920

DBA / Also Known As

Source name found in target alias list; confidence 0.855–0.997

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
TM
GB
บริษัท สหทรัพย์88 จำกัด VN Labs Ltd.
labs vn88cigarettes e kiknation vape
ManufacturingTradingConsumablesTrading (products)Retail 0.950
2
PAT
US
Pure Corporation House of Fun Sales, LLC
fun house of salesdiffuser purepure
TradingTrading (products)DistributionsRetailSmoking Alternatives 0.950
3
PAT
KH
China Tobacco Guangdong Industrial Corporation Viniton Group Co., Ltd. (Asean International Co., Ltd.)
asean co co group international ltd ltd vinitonchina guangdong industrial tobacco
ManufacturingConsumablesSmoking Alternatives 0.950
4
TM
US
ETZ Hayim Holdings LLC ETZ Hayim Holding, S.P.C.
c etz hayim holding p setz hayim
ManufacturingTradingConsumablesRaw materialsTrading (products) 0.950
5
PAT
NL
Tobacco Industry Co Ltd De Dunes Holding B.V.
b de dunes holding vtobacco
TradingTrading (products)Smoking Alternatives 0.950
6
PAT
CN
Tcl移动通信科技(宁波)有限公司 TCL Technology
TCL科技集团股份有限公司
tcl technologytcl
ManufacturingOtherHardwareR&DSmoking Alternatives 0.950
7
PAT
US
Mcc Corp Micro Commercial Components Corporation
commercial components micromcc
Smoking Alternatives 0.950
8
TM
TH
บริษัท เบอร์แทรม(1958) จำกัด Bertram (1958) Co., Ltd.
บริษัท เบอร์แทรม (1958) จํากัด
1958 bertram1958
ManufacturingSmoking Alternatives 0.950
9
TM
US
CAMPBELL SOUP COMPANY THE CAMPBELL'S COMPANY
campbell s thecampbellscampbell soup
ManufacturingWellness and Stimulation 0.950
10
TM
US
Synapse LLC Synapse Lifestyle, LLC
lifestyle synapsesynapse
Wellness and Stimulation 0.950

Fuzzy — High Confidence (≥0.85)

Token-similarity ≥0.85 — strong candidates; rarely wrong

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
PAT
CN
Hubei China Tobacco Industry Co Ltd China Tobacco Hubei Industrial Co., Ltd.
湖北中烟工业有限责任公司
china hubei industrial tobacco
ManufacturingTradingConsumablesWholesaleSmoking Alternatives 0.900
2
PAT
NL
Knoninklijke Philips Electronics N V Koninklijke Philips N.V.
koninklijke n philips v
Trading (products)Digital Health and Wellbeing device 0.900
3
PAT
CN
Shenzhen Dingli Electromechanical Automatic Co Ltd Shenzhen Dingli Electromechanical Automation Co., Ltd.
深圳市鼎力机电自动化有限公司
automation dingli electromechanical shenzhen
ManufacturingComponents/PartsSmoking Alternatives 0.900
4
PAT
GB
British-American Tobacco (Holdings) Ltd British American Tobacco Brands Ltd.
american brands british tobacco
TradingDistributionsSmoking Alternatives 0.945
5
PAT
TW
Lite-on Electronics Guangzhou Inc LITE-ON Technology Corporation
lite on technology
Contract manufacturerSmoking Alternatives 0.900
6
PAT
CN
Dongguan Jingliangteng New Material Tech Co Ltd Dongguan Jingliangteng New Material Technology Co., Ltd.
东莞市晶亮腾新材料科技有限公司
dongguan jingliangteng material new technology
ManufacturingComponents/PartsSmoking Alternatives 0.900
7
PAT
CN
Shenzhen Hong Zhun Tech Co Ltd Shenzhen Hong-Zhun Technology Co., Ltd.
深圳市宏准科技有限公司
hong shenzhen technology zhun
Contract manufacturerSmoking Alternatives 0.900
8
PAT
GB
British American Tobacco (Investments) Ltd British American Tobacco Group
american british tobacco
HardwareConsumablesRaw materialsDistributionsSmoking Alternatives 0.945
9
PAT
TW
Shenzhen Aratek Biometrics Technology Co Ltd Aratek Biometrics Technology Co., Ltd.
aratek biometrics technology
Smoking Alternatives 0.900
10
PAT
GB
Imperial Tobaco Ltd Imperial Tobacco Limited
imperial tobacco
ManufacturingTradingTrading (products)Smoking Alternatives 0.900

Fuzzy — Low Confidence (<0.85)

Token-similarity 0.675–0.849 — more noise; main source of false positives

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
PAT
CN
Zoom Information Systems Guangzhou Zemu Information Technology Co., Ltd.
guangzhou information technology zemu
HardwareContract manufacturerSmoking Alternatives 0.750
2
PAT
US
Church &amp; Dwight Church & Dwight Co., Inc.
church dwight
Digital Health and Wellbeing device 0.750
3
PAT
JP
Alpha &amp; Omega Semiconductor Inc ROHM Semiconductor Co., Ltd.
rohm semiconductor
Smoking Alternatives 0.750
4
PAT
CH
Te Connectivity Tech Sip Ltd TE Connectivity Ltd.
connectivity teelectronics tyco
Smoking Alternatives 0.750
5
PAT
HU
Forrest Kevin us Kevin Forest, Kft.
Kevin Forest Termelő, Szolgáltató és Kereskedelmi Korlátolt Felelősségű Társaság
forest kevines felelossegu forest kereskedelmi kevin korlatolt szolgaltato tarsasag termelo
Wellness and Stimulation 0.750
6
PAT
CA
Agrima Scient Corp Agrima Scientific Corp.
agrima scientific
Smoking Alternatives 0.787
7
PAT
US
Flat Connections Inc Taste Connections, LLC
connections taste
Wellness and Stimulation 0.750
8
PAT
DE
Knoll Aktiengesellschaft Hanf Aktiengesellschaft
aktiengesellschaft hanf
Raw materialsSmoking Alternatives 0.750
9
PAT
US
Fast Eddies Vape Shop And Lounge Llc us Fast Eddie's Vape Shop And Lounge, LLC
and eddie fast lounge s shop vape
TradingTrading (products)WholesaleRetailSmoking Alternatives 0.750
10
PAT
US
Shenzhen Aowei Semiconductor Co Ltd ON Semiconductor Corporation
on semiconductor
Contract manufacturerComponents/PartsSmoking Alternatives 0.750

AI Confirmed — High (score ≥0.84)

Mistral v3 confirmed match, raw confidence 0.9–1.0 (pipeline score 0.823–0.85)

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
TM
GY
HI TECH NATURAL PRODUCTS INDIA LTD Hi-Tech Natural Products (India) Limited
hi india natural products tech
Wellness and Stimulation 0.850
2
TM
TD
JOHNSON & JOHNSON Johnson & Johnson, Inc.
johnson johnson
Smoking Alternatives 0.850
3
TM
DK
DanCzek Teplice a.s. DanCzek Teplice A.S.
a danczek s teplice
Smoking Alternatives 0.850
4
TM
PR
Societé Des Produits Nestlé S.A Société des Produits Nestlé S.A.
des nestle produits societenestle productsnestle produktenestle prodotti
Wellness and Stimulation 0.850
5
TM
CC
Shenzhen Hailinda Technology Co., Ltd. Shenzhen Hailinda Technology Co., Ltd.
深圳市海玲达科技有限公司
hailinda shenzhen technology
ManufacturingHardwareContract manufacturerSmoking Alternatives 0.850
6
TM
MF
ORBITEL INTERNATIONAL CORP. Orbitel International Corp.
orbitel
Wellness and Stimulation 0.850
7
TM
WS
Laperva L.L.C. Laperva L.L.C.
c l l laperva
Wellness and Stimulation 0.850
8
TM
FI
DANONE Danone Inc
danone
Wellness and Stimulation 0.850
9
TM
CC
Shenzhen Noto-Tech Electronics Co., Ltd. Shenzhen Noto-Tech Electronics Co., Ltd.
深圳诺泰科电子有限公司
electronics noto shenzhen tech
Smoking Alternatives 0.850
10
TM
SM
Acu-Flow Limited Acu-Flow Limited
acu flow
TradingOtherTrading (products)R&DSmoking Alternatives 0.850

AI Confirmed — Borderline (score ~0.795)

Mistral v3 confirmed, raw confidence 0.7–0.8 — just above MIN_SCORE threshold

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
TM
FI
AU PAYS DU THE Au Pays Du The
au du pays the
Wellness and StimulationSmoking Alternatives 0.795
2
TM
CC
Qingdao Century International Trade Co., Ltd International Trade Co., Ltd.
international trade
Service ProviderSmoking Alternatives 0.795
3
TM
CC
Beijing XINYOULINGXI Science and, Technology Co., Ltd. Beijing Xinyoulingxi Technology Co., Ltd.
北京新有灵犀科技有限公司
beijing technology xinyoulingxi
HardwareSmoking Alternatives 0.795
4
TM
GY
M/S. SOM FRAGRANCES PVT LTD Som Fragrances Pvt. Ltd.
fragrances som
ManufacturingConsumablesSmoking Alternatives 0.795
5
TM
US
Better Days Wellness Group LLC Better Way Health, LLC
better health way
Wellness and Stimulation 0.795
6
TM
MG
British American Tobacco, Limitada British American Tobacco Group
american british tobacco
HardwareConsumablesRaw materialsDistributionsSmoking Alternatives 0.795
7
TM
MA
Novadelta - Comércio e Industria de Cafés, S.A. NOVADELTA COMERCIO E INDUSTRIA DE CAFES, LDA
cafes comercio de e industria lda novadelta
Wellness and Stimulation 0.795
8
TM
FI
MDM Eliquidstop, Inc.
eliquidstopmdm
TradingTrading (products)DistributionsRetailSmoking Alternatives 0.795
9
TM
US
Vape.io Inc ARIO VAPE, LLC
ario vape
Smoking Alternatives 0.795
10
TM
CA
DGB (PROPRIETARY) LIMITED Proprietary Nutritionals, Inc.
nutritionals proprietary
Wellness and Stimulation 0.795

AI Rejected

Mistral v3 rejected — either score=0 (definite no) or scored below MIN_SCORE=0.75

10 samples
# Type Source Name Target Company Sectors / Categories Conf.
1
TM
CC
Shanghai Benefisha Industrial Co., Ltd. Shanghai Industrial Holdings Ltd.
上海實業控股有限公司
industrial shanghai
TradingOtherSmoking Alternatives 0.685
2
TM
CC
CHINA TOBACCO GUANGDONG INDUSTRIAL CO,, LTD. China Tobacco Hunan Industrial Co., Ltd.
湖南中烟工业有限责任
china hunan industrial tobacco
HardwareContract manufacturerRaw materialsSmoking Alternatives 0.685
3
TM
LA
TOKIO INDUSTRY (M) SDN BHD Kardinal Industries (M) Sdn. Bhd.
bhd industries kardinal m sdnbhd epod global sdn station
ManufacturingTradingTrading (products)Trading (components)Smoking Alternatives 0.685
4
TM
US
BLACK INSOMNIA, COFFEE COMPANY LIMITED Black Rifle Coffee Company LLC
black coffee rifle
TradingSmoking Alternatives 0.685
5
TM
MS
S-LAB Sp. z o.o. Elite Lab Sp. z o.o. Sp.k.
elite k lab o o sp sp z
ConsumablesRaw materialsSmoking Alternatives 0.685
6
TM
CC
Guangzhou Picky Cat International Trade Co., Ltd. International Trade Co., Ltd.
international trade
Service ProviderSmoking Alternatives 0.685
7
TM
GY
CLOUD NINE MARKETING PVT. LTD. Cloud Nine International Ltd.
cloud nine
Digital Health and Wellbeing device 0.685
8
TM
LA
V-NION FOOD INDUSTRIES SDN BHD Kardinal Industries (M) Sdn. Bhd.
bhd industries kardinal m sdnbhd epod global sdn station
ManufacturingTradingTrading (products)Trading (components)Smoking Alternatives rejected
9
TM
CA
Clinical Nutra LLC Nutra Canada Inc.
canada nutra
Wellness and Stimulation 0.685
10
TM
PR
PHILIP MORRIS PRODUSTS S.A. Philip Morris International, Inc.
morris philip
ManufacturingTradingHardwareConsumablesRaw materials 0.685