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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pipeline to create research dataset"
]
},
{
"cell_type": "code",
"outputs": [],
"source": [
"from rdflib import Graph\n",
"\n",
"def merge_graphs(input_path_1, input_path_2, output_path):\n",
" g = Graph()\n",
" g.parse(input_path_1)\n",
" g.parse(input_path_2)\n",
" g.serialize(destination=output_path, format='ttl')"
]
},
{
"cell_type": "code",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"src/rdf-mappings/map-tblBranch.py:502: DtypeWarning: Columns (2,9,11,16,17,18,19,20,21,31,38,39,49,56,58,60,62,67,71,72,73,74,75,77,79,82,85,86,88,94,97,98,99,100,102,104,106,109,110,112,114,117,118,119,122,124,125,126,127,128,129,130,131,132,133,134,135,136,138,139,140,141,142,143,144,145,149,150,151,152,153,154,157,165,166,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,188,189,190,194,196) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" df_tblBranch = pd.read_csv(csv_input_path, sep='\\t')\n",
" Column Column2 BranchID ... GpSel TinctChanged Column 201\n",
"0 0 NaN 1 ... NaN 1.0 NaN\n",
"1 1 NaN 2 ... NaN 1.0 NaN\n",
"2 2 NaN 3 ... NaN 1.0 NaN\n",
"3 3 NaN 4 ... NaN 1.0 NaN\n",
"4 4 NaN 5 ... NaN 1.0 NaN\n",
"... ... ... ... ... ... ... ...\n",
"40859 40859 NaN 8318_A_1 ... NaN NaN NaN\n",
"40860 40860 NaN 8425_1 ... 0.0 NaN 0.0\n",
"40861 40861 NaN 8425_A_1 ... NaN NaN NaN\n",
"40862 40862 NaN 8425_B_1 ... NaN NaN NaN\n",
"40863 40863 NaN 13770_1 ... 0.0 NaN 1.0\n",
"\n",
"[40864 rows x 205 columns]\n",
"Created data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.ttl\n",
"Created data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.jsonld\n",
"Create data/rdf-output/digital-heraldry-ontology-heraldry.ttl\n"
]
}
],
"source": [
"!python src/rdf-mappings/map-tblBranch.py"
]
},
{
"cell_type": "code",
Philipp Schneider
committed
"merge_graphs('data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.ttl', 'data/ontologies/digital-heraldry-ontology-heraldry_no-charges.ttl', 'data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.ttl')"
"**IGNORE FOR NOW** Add class structure for `dhoh:Modifier`s"
"outputs": [],
"source": [
"merge_graphs('data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.ttl', 'data/ontologies/research-dataset/modifier-class-structure.ttl', 'data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.ttl')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**IGNORE FOR NOW** Add class structure for `dhoh:Charge`s"
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [],
"source": [
"merge_graphs('data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.ttl', 'data/ontologies/research-dataset/charge-class-structure_by-claude-ai.ttl', 'data/rdf-output/research-dataset/knowledge-graph-blazon-research-dataset.ttl')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Create the occurances of the coats of arms (`dhor:CoatOfArmsRepresentation`) from `tblArmItem`"
]
},
{
"cell_type": "code",
Philipp Schneider
committed
"execution_count": 5,
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"src/rdf-mappings/map-tblArmItems.py:105: DtypeWarning: Columns (0,7,10,11,13,14,42) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" df_tblArmItems = pd.read_csv(csv_input_path, sep='\\t')\n",
"src/rdf-mappings/map-tblArmItems.py:118: FutureWarning: Inferring datetime64[ns] from data containing strings is deprecated and will be removed in a future version. To retain the old behavior explicitly pass Series(data, dtype=datetime64[ns])\n",
" df_metadata = pd.read_excel(metadata_file)\n",
" Column ArmItemID ArmCode ItemNr ... CreMulti CreTint CreOrnIDR TGmember\n",
Philipp Schneider
committed
"0 18208.0 21653.0 A 58.0 ... NaN NaN NaN False\n",
"1 18227.0 21672.0 A 323.0 ... NaN NaN NaN False\n",
"2 18278.0 21727.0 A 160.0 ... NaN NaN NaN False\n",
"3 18333.0 21787.0 A 211.0 ... NaN NaN NaN False\n",
"4 18344.0 21798.0 A 82.0 ... NaN NaN NaN False\n",
"... ... ... ... ... ... ... ... ... ...\n",
Philipp Schneider
committed
"87832 33804.0 39070.0 ZUR 586.0 ... NaN NaN NaN False\n",
"87833 33805.0 39071.0 ZUR 587.0 ... NaN NaN NaN False\n",
"87834 4184.0 4306.0 BEL 360.0 ... NaN NaN NaN False\n",
"87835 11106-1 12011.0 BEL 1447.0 ... NaN NaN NaN False\n",
"87836 11214-1 12135.0 BEL 1513.0 ... NaN SO 2.0 False\n",
Philipp Schneider
committed
"[87837 rows x 46 columns]\n",
"src/rdf-mappings/map-tblArmItems.py:130: DtypeWarning: Columns (2,9,11,16,17,18,19,20,21,31,38,39,49,56,58,62,67,71,72,73,74,75,77,79,82,85,86,88,94,97,98,99,100,102,104,106,109,110,112,114,117,118,119,122,124,125,126,127,128,129,130,131,132,133,134,135,136,138,139,140,141,142,143,144,145,149,150,151,152,153,154,157,165,166,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,188,189,190,194,196) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" df_tblBranch = pd.read_csv('data/input/tblBranch_research-dataset.tsv', sep='\\t')\n",
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"http://digitalheraldry.org/dho/entity#MathieuD1272CdammartinStrie-Gjb\n",
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"http://digitalheraldry.org/dho/entity#WilliamBodham\n",
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"http://digitalheraldry.org/dho/entity#LeonDaa\n",
Philipp Schneider
committed
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"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
"None\n",
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"http://digitalheraldry.org/dho/entity#ChkRoskell\n",
Philipp Schneider
committed
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"http://digitalheraldry.org/dho/entity#NoteUnspecifiedDifference\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
"None\n",
"None\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
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"http://digitalheraldry.org/dho/entity#ChkRoundely\n",
Philipp Schneider
committed
"None\n",
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"http://digitalheraldry.org/dho/entity#HonourOfClarence\n",
Philipp Schneider
committed
"None\n",
"None\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
"None\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
"None\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
"None\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
"None\n",
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"None\n",
"http://digitalheraldry.org/dho/entity#Chk\n",
Philipp Schneider
committed
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"http://digitalheraldry.org/dho/entity#JeanDeLuxembourgRoiDeBoheme\n",
"http://digitalheraldry.org/dho/entity#JeanDeHainautSrDeBeaumont\n",
"http://digitalheraldry.org/dho/entity#JeanDePetersheimSrDeLeefdael\n",
"http://digitalheraldry.org/dho/entity#WillemIiivComteDeHainaut\n",
"http://digitalheraldry.org/dho/entity#WilhemVGfjulich\n",
"http://digitalheraldry.org/dho/entity#WilliamFitzwarin\n",
"http://digitalheraldry.org/dho/entity#AdolpheDeLaMarckEvdeLiege\n",
"http://digitalheraldry.org/dho/entity#AdolpheIiComteDeLaMarck\n",
"http://digitalheraldry.org/dho/entity#AdolphVonHuckelshoven\n",
"http://digitalheraldry.org/dho/entity#GerhardVonMark\n",
"http://digitalheraldry.org/dho/entity#GerhardVanHallenDitALaBarbe\n",
"http://digitalheraldry.org/dho/entity#GerhardVonLandskron\n",
"http://digitalheraldry.org/dho/entity#ThierryDeFauquemont\n",
"http://digitalheraldry.org/dho/entity#ThierryDeHaneffeSrDeSeraing-Le-Chateau\n",
"http://digitalheraldry.org/dho/entity#ThierryDeWalcourt\n",
"http://digitalheraldry.org/dho/entity#ConradIiiSrDeSchleiden\n",
"http://digitalheraldry.org/dho/entity#ConradVonLosenich\n",
"http://digitalheraldry.org/dho/entity#ConradVonEsch-Udenesch\n",
"http://digitalheraldry.org/dho/entity#HenriDeGraftschaft\n",
"http://digitalheraldry.org/dho/entity#HenriDeDollendorf\n",
"http://digitalheraldry.org/dho/entity#HendricVanDamme\n",
"http://digitalheraldry.org/dho/entity#RasseVonSchonvorstDitMachereel\n",
"http://digitalheraldry.org/dho/entity#RaesVonIrnichoven\n",
"http://digitalheraldry.org/dho/entity#RasseDeGraveGrezSlinter\n",
"http://digitalheraldry.org/dho/entity#RenaudDeHeinsbergDeFauquemont\n",
"http://digitalheraldry.org/dho/entity#ReinhardVonBinsfeld\n",
"http://digitalheraldry.org/dho/entity#ReginaldCobhamOfSternborough\n",
"http://digitalheraldry.org/dho/entity#DanielVanMerwede\n",
"http://digitalheraldry.org/dho/entity#DanielVonPesch\n",
"http://digitalheraldry.org/dho/entity#DanielVanHamalSrVanBlize\n",
"http://digitalheraldry.org/dho/entity#BernardDeRheindorf\n",
"http://digitalheraldry.org/dho/entity#BernhardVonWilten\n",
"http://digitalheraldry.org/dho/entity#BernhardVonGudichusen\n",
"http://digitalheraldry.org/dho/entity#ErnoulDeEngelsdorf\n",
"http://digitalheraldry.org/dho/entity#ErnoulDeWestmalle-Quabeke\n",
"http://digitalheraldry.org/dho/entity#ErnoulDeller\n",
"http://digitalheraldry.org/dho/entity#ColartDeSeptfontainesSrDeCranendonk\n",
"http://digitalheraldry.org/dho/entity#ColartDeTengnagel\n",
"http://digitalheraldry.org/dho/entity#ColartVonMatlar\n",
"http://digitalheraldry.org/dho/entity#WinandVonDinsichoven\n",
"http://digitalheraldry.org/dho/entity#WinandVonBellinghoven\n",
"http://digitalheraldry.org/dho/entity#WinandDeClervaux\n",
Philipp Schneider
committed
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"None\n",
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"None\n",
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"None\n",
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"None\n",
"None\n",
"None\n",
"None\n",
"None\n",
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"None\n",
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"None\n",
"http://digitalheraldry.org/dho/entity#HuguesDeLusignanCardinalDeCypre\n",
"http://digitalheraldry.org/dho/entity#NiccoloAlbergatiCardinalDeStecroix\n",
"http://digitalheraldry.org/dho/entity#FriederichVolsen\n",
"http://digitalheraldry.org/dho/entity#JeanJouvenelDesUrsinsBishopOfBeauvais\n",
"http://digitalheraldry.org/dho/entity#JeanDeBerguesScohem\n",
"http://digitalheraldry.org/dho/entity#ReynaudDeChartresArchbishopOfReims\n",
"http://digitalheraldry.org/dho/entity#CharlesIDukeOfBourbon\n",
"http://digitalheraldry.org/dho/entity#ArthurDeBretagneComteDeRichemont\n",
"http://digitalheraldry.org/dho/entity#LouisDeBourbonCvendome\n",
"http://digitalheraldry.org/dho/entity#GilbertDeMotierSlafayetteMarechalDeFrance\n",
"http://digitalheraldry.org/dho/entity#ArnoulDurfeSrDurfe\n",
"http://digitalheraldry.org/dho/entity#AnthoineDeMontagny\n",
"http://digitalheraldry.org/dho/entity#HenryBeaufortBishopOfWinchester\n",
"http://digitalheraldry.org/dho/entity#JohnKempArchbishopOfYork\n",
"http://digitalheraldry.org/dho/entity#ThomasRedburneBishopOfStdavid\n",
"http://digitalheraldry.org/dho/entity#JohnHollandEhuntingdon\n",
"http://digitalheraldry.org/dho/entity#WilliamDeLaPoleEarlOfSuffolk\n",
"http://digitalheraldry.org/dho/entity#WalterHungerfordLhungerfordHeytesbury\n",
"http://digitalheraldry.org/dho/entity#JohnRatcliffeOfAttleborough\n",
"http://digitalheraldry.org/dho/entity#JohnClifton\n",
"http://digitalheraldry.org/dho/entity#JohnStawellOfCothelstone\n",
"http://digitalheraldry.org/dho/entity#UiNeville\n",
"http://digitalheraldry.org/dho/entity#LeonHastings\n",
Philipp Schneider
committed
"None\n",
"http://digitalheraldry.org/dho/entity#NotRelevant\n",
"http://digitalheraldry.org/dho/entity#IrrelevantItem\n",
"http://digitalheraldry.org/dho/entity#JohannesVonHeinsbergBishopOfLiege\n",
"http://digitalheraldry.org/dho/entity#JeanDeGavreBpcambrai\n",
"http://digitalheraldry.org/dho/entity#HuguesDeCayeuxBishopOfArras\n",
"http://digitalheraldry.org/dho/entity#LaurentPinonBishopOfAuxerre\n",
"http://digitalheraldry.org/dho/entity#AbbotOfStvaastInArras\n",
Philipp Schneider
committed
"None\n",
"http://digitalheraldry.org/dho/entity#PhilippeLeBonDbourgogne\n",
"http://digitalheraldry.org/dho/entity#ArnoldVanEgmontHzgeldern\n",
"http://digitalheraldry.org/dho/entity#AnthoineComteDeVaudemont\n",
"http://digitalheraldry.org/dho/entity#LouisDeLuxembourgComteDeStpol\n",
"http://digitalheraldry.org/dho/entity#EngelbertIGfNassau-Dillingen\n",
"http://digitalheraldry.org/dho/entity#EngilbertDeVertainComteDeFauquembergue\n",
"http://digitalheraldry.org/dho/entity#FriederichIvGfmorsCtdo\n",
Philipp Schneider
committed
"None\n",
910
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912
913
914
915
916
917
918
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921
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931
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1000
"http://digitalheraldry.org/dho/entity#GuillaumeViiiDeChalonSrDarlayArguel\n",
"http://digitalheraldry.org/dho/entity#HuguesDeLannoySrDeSantesCtdo\n",
"http://digitalheraldry.org/dho/entity#PhilippeDeTernantSrDeTernantLaMotheCtdo\n",
"http://digitalheraldry.org/dho/entity#JeanDeVienneSrDeRoulans\n",
"http://digitalheraldry.org/dho/entity#RupprechtIvGfVonVirneburgCtdo\n",
"http://digitalheraldry.org/dho/entity#JeanIiiDeLuxembourgComteDeLignyCtdo\n",
"http://digitalheraldry.org/dho/entity#MathieuDeRoyeSrDaunoy\n",
"http://digitalheraldry.org/dho/entity#JanVanUitkerkeSrDeDesselghem\n",
"http://digitalheraldry.org/dho/entity#PierreDeBeauffremontCcharnyCtdo\n",
"http://digitalheraldry.org/dho/entity#UiVarax\n",
"http://digitalheraldry.org/dho/entity#ClaesVanSint-Goriks\n",
"http://digitalheraldry.org/dho/entity#ArnoldVanPede\n",
"http://digitalheraldry.org/dho/entity#AntonVanAdeghem\n",
"http://digitalheraldry.org/dho/entity#JeanVanBau\n",
"http://digitalheraldry.org/dho/entity#JeanDeLaCliteSrDeCominesCtdo\n",
"http://digitalheraldry.org/dho/entity#JeanIiiDeRoubaixSrRoubaixHersellesCtdo\n",
"http://digitalheraldry.org/dho/entity#RolandVanUitkerkeSrDeHemsrodeCtdo\n",
"http://digitalheraldry.org/dho/entity#GuillaumeDeHalluinSrDuitkerke\n",
"http://digitalheraldry.org/dho/entity#GaucherDeStsimonRouvroy\n",
"http://digitalheraldry.org/dho/entity#JeanVVanVilainGentSrDeHuyssePamele\n",
"http://digitalheraldry.org/dho/entity#GuillaumeSrDeChatillonLaFerte-En-Ponthieu\n",
"http://digitalheraldry.org/dho/entity#JeanIiiDeChatillonTroissy\n",
"http://digitalheraldry.org/dho/entity#RaoulDaillyVidameDamiens\n",
"http://digitalheraldry.org/dho/entity#JeanIvDeMelunVmelunSantoingCtdo\n",
"http://digitalheraldry.org/dho/entity#GuyIvDeNesleSmelloOffemont\n",
"http://digitalheraldry.org/dho/entity#GuyDeTurpinSrDeLaval\n",
"http://digitalheraldry.org/dho/entity#JeanIiDeLaTremoilleBaronDeDours\n",
"http://digitalheraldry.org/dho/entity#JacquesDeCraonDitDeDomart\n",
"http://digitalheraldry.org/dho/entity#GhertDescornaixSrDeMontfort-Sur-Somme\n",
"http://digitalheraldry.org/dho/entity#ColardDeLaCliteDitDeComines\n",
"http://digitalheraldry.org/dho/entity#FlorimondDeBrimieuSmassincourtCtdo\n",
"http://digitalheraldry.org/dho/entity#JacquesDeBrimieuSgrignyCtdo\n",
"http://digitalheraldry.org/dho/entity#GilbertDeLannoySrDeWillervalCtdo\n",
"http://digitalheraldry.org/dho/entity#BaudoinDeLannoyDitLeBegueSrDmolembaixCtdo\n",
"http://digitalheraldry.org/dho/entity#PierreDescornaixSrDeRomeike\n",
"http://digitalheraldry.org/dho/entity#FrankVanLummenSrDeMaarke\n",
"http://digitalheraldry.org/dho/entity#CharlesDeLonguevalSrDeLongueval\n",
"http://digitalheraldry.org/dho/entity#JanVanHornSrDeBausignies\n",
"http://digitalheraldry.org/dho/entity#PhilippeDeMontmorencySrDeCroisilles\n",
"http://digitalheraldry.org/dho/entity#JacquesDeHaren\n",
"http://digitalheraldry.org/dho/entity#UiDeTorcy\n",
"None\n",
"http://digitalheraldry.org/dho/entity#JeanDeCrequiScrequiCanaplesCtdo\n",
"http://digitalheraldry.org/dho/entity#HectorOrPhilippeDeSaveuse\n",
"http://digitalheraldry.org/dho/entity#BaudoinDeFosseux\n",
"http://digitalheraldry.org/dho/entity#BaudouinDeNoyelles-WionSrSrDeCasteaux\n",
"http://digitalheraldry.org/dho/entity#JeanDeCroyCchimayCtdo\n",
"http://digitalheraldry.org/dho/entity#WaleranDeWavrinBerlettesSrDeWavrin\n",
"http://digitalheraldry.org/dho/entity#AndreSrDhumieres\n",
"http://digitalheraldry.org/dho/entity#AntoineDeQuieretSrDeRamecourt\n",
"http://digitalheraldry.org/dho/entity#PierreSrDeLaVieville\n",
"http://digitalheraldry.org/dho/entity#GuyDeQuieretDitBoortSrDeHeuchin\n",
"http://digitalheraldry.org/dho/entity#DavidDePoix-Tyrel\n",
"http://digitalheraldry.org/dho/entity#BernardDeDudzeleGhistelle\n",
"http://digitalheraldry.org/dho/entity#SrDeSailly\n",
"http://digitalheraldry.org/dho/entity#JeanDeHonnecourt\n",
"http://digitalheraldry.org/dho/entity#SrDeFromessent\n",
"http://digitalheraldry.org/dho/entity#JacquesDeLorSrDeLor\n",
"http://digitalheraldry.org/dho/entity#HarroDeLor\n",
"http://digitalheraldry.org/dho/entity#GuillaumeSrDeRabodanges\n",
"http://digitalheraldry.org/dho/entity#JacobVanAbcoudeSrDeStrijenGaesbeck\n",
"http://digitalheraldry.org/dho/entity#SrDeFontaine-Les-Boulans\n",
"http://digitalheraldry.org/dho/entity#JacquesDeLaVievilleDitCoppinSrDeNorrent\n",
"http://digitalheraldry.org/dho/entity#JacobVanCatsVanWeldam\n",
"http://digitalheraldry.org/dho/entity#JeanSrDeSombreffe\n",
"http://digitalheraldry.org/dho/entity#DavidDeBrimieuSlignyCtdo\n",
"http://digitalheraldry.org/dho/entity#BeaugeoisSrDinchy\n",
"http://digitalheraldry.org/dho/entity#SrDeMoyencourt\n",
"http://digitalheraldry.org/dho/entity#JeanDeCaumesnil\n",
"http://digitalheraldry.org/dho/entity#JeanDeBarbenconSrDeDonstienne\n",
"http://digitalheraldry.org/dho/entity#BaudotDeNoyelles-WionSrDeCasteauCtdo\n",
"http://digitalheraldry.org/dho/entity#SrDeDeulle\n",
"http://digitalheraldry.org/dho/entity#BaudoinDhumieresDitLiegoisSrDeVitermont\n",
"http://digitalheraldry.org/dho/entity#HuguesSrDeHammeWavrin\n",
"http://digitalheraldry.org/dho/entity#JeanHauttap\n",
"http://digitalheraldry.org/dho/entity#JanVanKeersbeek\n",
"http://digitalheraldry.org/dho/entity#JeanDeHumbercourt\n",
"http://digitalheraldry.org/dho/entity#ReinerSchellardVonObbendorf\n",
"http://digitalheraldry.org/dho/entity#ArnoldDhamalSrDelteren\n",
"http://digitalheraldry.org/dho/entity#ThierryDeCorswarem-Mormalle\n",
"http://digitalheraldry.org/dho/entity#RolmanDeSinzigSrDarendael\n",
"http://digitalheraldry.org/dho/entity#GerardDeynenbergSlandskron\n",
"http://digitalheraldry.org/dho/entity#GuillaumeDeLalaing\n",
"http://digitalheraldry.org/dho/entity#GuillaumeDeSars-La-BruyereLigne\n",
"http://digitalheraldry.org/dho/entity#SimonDeLalaingSrDeMontignyCtdo\n",
"http://digitalheraldry.org/dho/entity#JacquesDeSars-La-BruyereLigne\n",
"http://digitalheraldry.org/dho/entity#WillemVanEgmondHrVanIjsselstein\n",
"http://digitalheraldry.org/dho/entity#FlorisIiiVanHaamstedeBgfZeeland\n",
"http://digitalheraldry.org/dho/entity#GheritVanPoelgeest\n",
"http://digitalheraldry.org/dho/entity#ChkEsnfAvesnes\n",
"http://digitalheraldry.org/dho/entity#EngelbrechtVonOrsbeck\n",