HapPenIng

Input Data (Event Graphs and Triples)

Title	Description	Paper Reference	Example	Size & Download
DBpedia Event Graph	Event Graph extracted from DBpedia containing 350K events, 9K event series, sub-event relations, follow-up event relations, event locations and event dates.	Section 4.1		18.3MB
DBpedia Event Graph (with new sub-event relations)	DBpedia Event Graph, enriched with newly generated sub-event relations.	Section 4.1		18.5MB
DBpedia Triples	All triples consisting of a subject entity, a property, and an object entity contained in DBpedia. They are used in HapPenIng to train an embedding model.	Section 4.1		1.39GB

Results (New Sub-Event Relations and Events)

Title	Description	Paper Reference	Example	Size & Download
New events	New events generated during the event inference procedure, using the ECW constraint.	Section 4.3		162.2KB
New sub-event relations	New sub-event relations inferred during the sub-event prediction procedure (using all features and the random forest classifier).	Section 4.2		683.4KB
Sub-event relations from event inference	New sub-event relations inferred during the event inference procedure, using the ECW constraint.	Section 4.3		51.1KB

We also provide results for the other HapPenIng configurations (ZIP file, 869.3MB compressed).

Evaluation Data (Cross-validation Folds and Corrupted Event Series)

Title	Description	Paper Reference	Example	Size & Download
Cross-validation folds for sub-event relation prediction	10 folds of training, test and validation sets with sub-event relations.	Section 3.1		5.5MB (compressed)
Removed events for reconstruction (corruption factor 5%)	A list of events that were removed from the DBpedia Event Graph to evaluate reconstruction coverage (5% of event series leaf nodes are removed).	Section 4.3		39.7KB
Removed events for reconstruction (corruption factor 10%)	A list of events that were removed from the DBpedia Event Graph to evaluate reconstruction coverage (10% of event series leaf nodes are removed).	Section 4.3		79.8KB
Removed events for reconstruction (corruption factor 15%)	A list of events that were removed from the DBpedia Event Graph to evaluate reconstruction coverage (15% of event series leaf nodes are removed).	Section 4.3		120.0KB

Annotated Samples (Sub-event Relations and Events)

Title	Description	Paper Reference	Example	Size & Download
Annotated samples of new sub-event relations	Random sample of 100 newly generated sub-event relations (learnt with all features and with STransE embeddings only) with manual annotations.	Section 4.2		18.6KB
Annotated samples of new events	Random sample of 100 newly generated events for each HapPenIng configuration (BSL, EVO, INT, WIN, COV, CWI, ECW) with manual annotations.	Section 4.3		52.9KB

Subject	Predicate	Object
Alabama	<http://dbpedia.org/ontology/capital>	Montgomery,_Alabama
Alabama	<http://dbpedia.org/ontology/largestCity>	Birmingham,_Alabama
...
Abraham_Lincoln	<http://dbpedia.org/ontology/otherParty>	National_Union_Party_(United_States)
Abraham_Lincoln	<http://dbpedia.org/ontology/birthPlace>	Hodgenville,_Kentucky

...

event	new_sub_event	start_date	end_date	locations	date_source
2002 Asian Games	Boxing at the 2002 Asian Games – Men's 48 kg	2002-01-01	2002-12-31	null	2
1960 Summer Olympics	Swimming at the 1960 Summer Olympics – Women's 100 metre freestyle	1960-01-01	1960-12-31	null	2
Boxing at the 2020 Summer Olympics	Boxing at the 2020 Summer Olympics – Men's heavyweight	2020-01-01	2020-12-31	null	2
Biathlon at the 2018 Winter Olympics	Biathlon at the 2018 Winter Olympics – Women's relay	2018-01-01	2018-12-31	null	2

...

event: label of the new event's parent event
new_sub_event: label of the new event
start_date: start date of the new event
end_date: end date of the new event
locations: locations of the new event
date_source: the rule that was used to infer the event time
(1: parent event time, 2: parent event year, 3: extracted from the label)

parent_event	sub_event	parent_dbpedia_id	sub_event_dbpedia_id
South Pacific Championship	1955 South Pacific Championship for racing cars	South_Pacific_Championship	1955_South_Pacific_Championship_for_racing_cars
Bengaluru International Film Festival	7th Bengaluru International Film Festival 2014	Bengaluru_International_Film_Festival	7th_Bengaluru_International_Film_Festival_2014
Duhallow Junior A Hurling Championship	Duhallow Junior A Football Championship	Duhallow_Junior_A_Hurling_Championship	Duhallow_Junior_A_Football_Championship

...

parent_event: parent event
sub_event: sub event
parent_dbpedia_id: DBpedia ID of the parent event
sub_event_dbpedia_id: DBpedia ID of the sub event

Parent Event	Sub Event	Class
Louisville_Open	1973_Louisville_Open	1
2006_FIFA_World_Cup_qualification_–_CAF_Second_Round	2006_FIFA_World_Cup_qualification_–_CAF_Group_3	1
FAI_Cup	2008_FAI_Cup	0
Speed_skating_at_the_2006_Winter_Olympics_–_Women's_3000_metres	Wrestling_at_the_1920_Summer_Olympics_–_Men's_freestyle_middleweight	0
2009_Supercupa_României	2006_Supercupa_României	0
Swimming_at_the_2000_Summer_Olympics	Swimming_at_the_2000_Summer_Olympics_–_Women's_400_metre_individual_medley	1

...

Class: "1", if correct sub-event relation. 0 otherwise.

DBpedia ID	Label
Tennis_at_the_1920_Summer_Olympics_–_Women's_doubles	Tennis at the 1920 Summer Olympics – Women's doubles
Fencing_at_the_1992_Summer_Olympics_–_Men's_foil	Fencing at the 1992 Summer Olympics – Men's foil
2006_Taça_de_Portugal_Final	2006 Taça de Portugal Final
Cycling_at_the_2012_Summer_Olympics_–_Women's_Keirin	Cycling at the 2012 Summer Olympics – Women's Keirin
2003_Tata_Open	2003 Tata Open

...

Removed events for reconstruction, with DBpedia ID and label.

No.	Rating	Parent event	Sub event	Parent Event DBpedia ID	Sub Event DBpedia ID
1	0	2000–01 Heineken Cup	2000–01 Irish League Cup	2000–01_Heineken_Cup	2000–01_Irish_League_Cup
2	0	Grand Prix Cleveland	Grand Prix of Cleveland	Grand_Prix_Cleveland	Grand_Prix_of_Cleveland
3	1	CMLL Universal Championship	CMLL Universal Championship (2013)	CMLL_Universal_Championship	CMLL_Universal_Championship_(2013)
4	1	1999 TranSouth Financial 400	1999 Exide NASCAR Select Batteries 400	1999_TranSouth_Financial_400	1999_Exide_NASCAR_Select_Batteries_400
5	1	ATX Pro Challenge	2015 ATX Pro Challenge	ATX_Pro_Challenge	2015_ATX_Pro_Challenge

...

Rating: manual annotation ("1", if there is a sub-event relation, "0" if not)
Parent Event: label of the parent event
Sub event: label of the sub event
Parent Event DBpedia ID: DBpedia ID of the parent event
Sub Event DBpedia ID: DBpedia ID of the sub event

No.	Rating	Parent event	New sub event	Start date	End date	Locations	Date source
1	0	1976 Summer Olympics	Cycling at the 1976 Summer Olympics – Men's tandem	1976-01-01	1976-12-31	null	2
2	1	1996 Summer Olympics	Swimming at the 1996 Summer Olympics – Men's 4 × 200 metre freestyle relay	1996-01-01	1996-12-31	null	2
3	1	2018 Winter Olympics	Figure skating at the 2018 Winter Olympics – Ladies' singles	2018-01-01	2018-12-31	null	2
4	1	2017 CONCACAF Gold Cup	2017 CONCACAF Gold Cup knockout stage	2017-01-01	2017-12-31	null	2

...

Rating: manual annotation ("1", if the new event represents a real-world event, "0" if not)
Parent Event: label of the new event's parent event
New sub event: label of the newly inferred event
DBpedia ID: DBpedia ID of the new event's parent event
Date source: the rule that was used to infer the event time
(1: parent event time, 2: parent event year, 3: extracted from the label)