SlideShare a Scribd company logo
1 |		27
Connect	the	dots	with	high	quality	LEI	data
CRF	Conference	
Skopje,	9	April	2019
Ricco	Dun
2 |		27©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
GLEIF’s	Vision	and	Mission
GLEIF	Mission
GLEIF	manages	a	network	of	
partners,	the	LEI	issuing	
organizations,	to	provide	
trusted	services	and	open,	
reliable	data	for	unique	legal	
entity	identification	
worldwide
GLEIF	Scope
Supra-national,	
non-for-profit	organization
GLEIF	is,	by	its	statutes,	
agnostic	to	any	particular	
commercial	or	political	
interests
GLEIF	Vision
Ultimately,	there	should	
be	one	identity	behind	
every	business
Having	an	LEI	will	help	
to	achieve	this	objective
3 |		27
The	Legal Entity Identifier	(LEI)
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
§ 20-digit,	alpha-numeric	code	based	on	the	ISO	17442	standard	
developed	by	the	ISO
LEI	is	the	linchpin	that	connects	the	dots	across	the	universe	of	
entity	identification	in	the	digital	age
§ Connects	to	key	reference	information	that	enables	clear	and	
unique	identification	of	legal	entities	participating	in	financial	
transactions
4 |		27
1,400,000	LEI’s worldwide
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
5 |		27©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
Validation	against	700	
selected	global	
registration	authorities	
and	standardized	legal	
forms	
Information	Available with the	LEI:
Data	on	’Who is Who’
Common	Data	File	format:	https://www.gleif.org/en/about-
lei/common-data-file-format/lei-cdf-format/lei-cdf-format-version-1-0#
6 |		27
Information	Available with the	LEI:
Data	on	‘Who owns Whom’
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
§ Since	May	2017,	the	LEI	data	pool	
includes	information	on	‘who	
owns	whom’.
§ This	allows	the	identification	
of	direct	and	ultimate	parents	
of	a	legal	entity	and,	vice	versa,	
so	that	the	entities	owned	by	
individual	companies	can	be	
researched.	
Common	Data	File	formats:
§ https://www.gleif.org/en/about-lei/common-data-
file-format/relationship-record-cdf-format
§ https://www.gleif.org/en/about-lei/common-data-
file-format/level-2-data-reporting-exceptions-
format#
7 |		27
Registration	Authorities	List
§ GLEIF	published	the	”GLEIF	Registration	Authorities	List”	on	the	website.	This	standardizes	the	
cross	reference	provided	by	a	legal	entity	to	its	local	authoritative	source.
§ It	contains	700+	business	registers	and	other	relevant	registration	authority	sources	and	assigns	a	
unique	code	to	each.
§ Comments	/	additions	etc are	welcome!
§ Interested	in	the	format	of	the	local	identifier	(data	quality	checks)
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
8 |		27
§ ISO	standard	20275	is intended to	identify the	distinct	entity legal forms in	a	jurisdiction
§ GLEIF	has	the	role of	maintenance	agency role for	this standard.	This	includes providing the	
initial	content	and	maintaining the	list going forward
§ Bottom line:	a	list of	all	legal forms in	all	countries
§ Second	version	to	be published shortly with more	than	2.100	legal	forms	from	over	90	
countries/jurisdictions
§ I	will reach out	to	you for	data	from your country!
Entity	Legal	Form	List
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
9 |		27
ELF	Code	List	example
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
10 |		27
Data	Quality	Value	Chain
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
11 |		27
Objectives
Description
Prevent	the	issuance	of	new	duplicates
Purpose	
Data	Quality	– Check	for	Duplicates
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
Support	the	LOUs	by	providing	them	a	technical	interface	to	check	the	LEI	and	LE-RD	data	for	already	
existing	entries	with	similar	appearance	before	issuance
§ The	facility	uses	three	different	state-of-the-art	algorithms	for	text	matching	including	
fuzzy	logic	(Levenshtein,	Monge-Elkan	(Cosine)	and	Cosine)	for	higher	confidence,	that	
potential	duplicates	are	not	missed	due	to	misspells	or	typos.	
§ Supported	by	enhanced	post-processing	workflow	of	the	fuzzy	matching	results,	GLEIF’s	
check	for	duplicates	facility	ensures	optimized	result	set	with	manageable	number	of	
false	positives.	
§ There	is	an	established	communication	protocol	between	GLEIF	and	LEI	Issuer,	which	
obliged	an	explicit	confirmation	by	the	LEI	Issuer,	whether	the	result	was	a	real	match	
or	false	positive.
12 |		27
Objectives
Description
Ensure	achievement	of	defined	quality	criteria
Purpose	
Data	Quality	– Data	Quality	Checks
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
Continuous	verification,	that	the	defined	quality	criteria	are	achieved
The	Data	Quality	Rule	Settings	identifies	the	checks	performed	against	the	quality	criteria.	At	the	
moment,	there	are	75	checks	active	in	the	Rule	Setting.	
Each	check	is	of	the	type	‘If	X	then	Y’,	where	‘X’	is	described	as	a	‘check	precondition’	and	‘Y’	is	the	
‘check	description’.	
Each	check	is	assigned	to	exactly	one	criterion	and	exactly	one	maturity	level.	The	mapping	to	the	
corresponding	maturity	level	is	done	following	the	description	below:	
1	- Required:	This	level	reflects	repeatable	success	
2	- Expected:	This	level	shows	the	managed	success	
3	- Excellent:	The	third	level	describes	the	optimized	success
13 |		27
Quality	Gate	3	– Data	Quality	Checks
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
Quality	Criteria Definition
Accuracy The	extent	to	which	the	data	is	free	of	identifiable	errors	/	the	degree	of	conformity	of	a	data	element	or	a	data	
set	to	an	authoritative	source	that	is	deemed	to	be	correct	or	the	degree	the	data	correctly	represents	the	truth	
about	a	real-world	object
Accessibility The	extent	to	which	data	items	that	are	easily	obtainable	and	legal	to	access	with	strong	protections	and	controls	
built	into	the	process
Completeness The	degree	to	which	all	required	occurrences	of	data	are	populated
Comprehensiveness All	required	data	items	are	included—ensures	that	the	entire	scope	of	the	data	is	collected	with	intentional	
limitations	documented
Consistency The	degree	to	which	a	unique	piece	of	data	holds	the	same	value	across	multiple	data	sets
Currency The	extent	to	which	data	is	up-to-date;	a	datum	value	is	up-to-date	if	it	is	current	for	a	specific	point	in	time,	and	
it	is	outdated	if	it	was	current	at	a	preceding	time	but	incorrect	at	a	later	time
Integrity The	degree	of	conformity	to	defined	data	relationship	rules	(e.g.,	primary/foreign	key	referential	integrity)
Provenance History	or	pedigree	of	a	property	value
Representation The	characteristic	of	Data	Quality	that	addresses	the	format,	pattern,	legibility,	and	usefulness	of	data	for	its	
intended	use
Timeliness The	degree	to	which	data	is	available	when	it	is	required	/	concept	of	data	quality	that	involves	whether	the	data	
is	up-to-date	and	available	within	a	useful	time	frame;	timeliness	is	determined	by	manner	and	context	in	which	
the	data	is	being	used
Uniqueness The	extent	to	which	all	distinct	values	of	a	data	element	appear	only	once
Validity The	measure	of	how	a	data	value	conforms	to	its	domain	value	set	(i.e.,	a	set	of	allowable	values	or	range	of	
values)
14 |		27
Data	Quality	– Daily	Data	Quality	Check	Results	and	
Monthly	Data	Quality	Reports
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
Objectives
Description
Ensure	achievement	of	defined	quality	criteria	and	report	on	overall	quality	in	the	LEI	data	pool
Feedback	to	LOUs	about	their	performance	to	trigger	timely	remediation	
Summarize	the	results	of	GLEIF’s	assessment	of	the	level	of	data	quality	in	the	Global	LEI	System
The	Global	LEI	Data	Quality	Report	provides	the	following	information:	
§ The	LEI	Total	Data	Quality	Score	for	the	reporting	period.
§ Progress	achieved	with	regard	to	the	continuous	optimization	of	the	data	quality	within	the	
GLEIS.
§ The	Total	Data	Quality	Score	per	country	achieved	in	the	reporting	period.
§ Results	of	GLEIF	checks	of	the	LEI	data	records	against	implemented	quality	criteria.
§ The	section	‘Top	5	Failing	Checks’	identifies	those	data	quality	checks	performed	by	GLEIF	which	
trigger	the	highest	number	of	LEI	records	that	fail	these	checks.
§ The	percentage	of	LEI	data	records,	which	meet	the	requirements	of	distinct	quality	maturity	
levels.
Purpose
15 |		27
Monthly	Data	Quality	Reports
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
1 2
3
4
5
6
7
16 |		27
Objectives
Purpose	
Data	Quality	– Challenge	Management
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
Continuously	improve	data	quality	by	using	crowd	sourcing
Ensures	continuous	improvement	by	using	crowd	sourcing	and	centralized	challenge	
facility	made	by	GLEIF
17 |		27
Thank	you	for	your	attention!
For	more	information,	visit	the	GLEIF	Website	at	www.gleif.org
Ricco	Dun
ricco.dun@gleif.org
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
18 |		27
Limitations
©	2018	GLEIF	and/or	its	affiliates.	All	rights	reserved.			|			CRF	2019
This	presentation	contains	confidential	and	proprietary	information	and/or	trade	secrets	of	the	Global	Legal	Entity	
Identifier	Foundation	(GLEIF)	and/or	its	affiliates,	and	is	not	to	be	published,	reproduced,	copied,	or	disclosed	without	
the	express	written	consent	of	Global	Legal	Entity	Identifier	Foundation.
Global	Legal	Entity	Identifier	Foundation,	the	Global	Legal	Entity	Identifier	Foundation	logo	are	service	marks	of	
Global	Legal	Entity	Identifier	Foundation.	
ISO	and	the	ISO	logo	are	service	marks	of	International	Organization	for	Standardization,	ITIL®	and	PRINCE2®		are	
Registered	Trade	Marks	of	AXELOS	Limited,	PRINCE2Agile	®	is	a	Trade	Mark	of	AXELOS	Limited,	EFQM	is	copyright	of	
the	European	Foundation	for	Quality	Management,	W3C	trademarks	and	logos	are	service	marks	of	the	World	Wide	
Web	Consortium.	Other	products	and	services	and	company	names	mentioned	here	in	are	the	property	of	and	may	
be	the	service	mark	or	trademark	of	their	respective	owners.

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