RunoVerse

Cognate Explorer

Browse 4,913 Estonian-Finnish cognate pairs from the Finnic runosong corpus, grouped into word families, with corpus frequency data.

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Estonian–Finnish cognate pairs: a static overview

The strongest cognate pairs linking the Estonian (ERAB) and Finnish (SKVR, JR, KR) runosong corpora, identified from shared translations, etymological roots and spelling. The table shows the top 120 of 4913 pairs by combined score.

EstonianFinnishTypeShared meaning (English)
turveturvesharedinto the peat, to peat, of peats, into peats
villakandjavillakantajabridgedwool-bearer
liköörliköörinear-exactliqueur
salasängsalasänkybridgedin secret bed
painajapainajasharedfrom the oppressor, nightmare spirit, from presser, nightmare
mannermannersharedto the mainland, on the mainland, on the continent, continents'
isandaparkaisäntäparkabridgedpoor master
sitikmustsitikka_mustabridgedbeetle-black
peräkaarperäkaarinear-exactstern arches
ketruskehrusnear-exactspinning
viis_kuusviisikuusibridgedfive-six
kuninglikkuninkaallinenbridgedroyal
kuussadakuusisataabridgedsix hundred
viinamariviinimarjabridgedgrape, grapes
vasksaapadvaskisaappaatbridgedcopper boots
tinaristtinaristinear-exacttin cross, tin crosses, tin-cross
käharakähäräbridgedcurly
tuulekohintuulenpuhinabridgedwind-roar
teemanttimanttibridgeddiamonds, diamond
seitsekümmendseitsemänkymmentäbridgedseventy
viimativiimeksibridgedlastly, last time, finally, last
hapanudhapantunutbridgedsoured
jeruusalemmjerusalembridgedin jerusalem, to jerusalem, jerusalem's, from jerusalem
kaunistuskaunistussharedadornment, decoration, decorations
seletusselitystäbridgedexplanation
puhkepaiklepopaikkabridgedresting place
paradiisparatiisibridgedto paradise, paradise, in paradise, into paradise
kaasalinekumppaniksibridgedas companion
kuldaruunkultaratsubridgedgolden horse, golden steed
sõbralikystävällisestibridgedfriendly
sõrmeküüssormi_kynsibridgedfingernails
puhasvesisiivovesibridgedclean water
vaskisarvvaskisarvinear-exactcopper horns, copper-horned, copper horn
vaenuvankervihollisvaunubridgedwar-chariot, enemy wagon
pikalistipitkittäinbridgedlengthwise
leskmeesleskimiesbridgedwidowers, widower
hukatutuomittubridgedcondemned
lehapiimlehmänmaitobridgedcow's milk
pikkamisihitaastibridgedslowly
toaseinadhuoneenseinäbridgedroom walls, room-walls
ülespooleylöspäinbridgedupward, upwards
sinirindsinirintabridgedblue-breasted, blue-breast, blue-chested
ehatähtiltatähtibridgedevening-star, evening star
viissadaviisisataabridgedfive-hundred, five hundred
aleksanderaleksanteribridgedto alexander, alexander's, alexander
kuldakalakultakalanear-exactgolden fish, goldfish
poolteistpuolitoistabridgedone-and-half, one and half, one and a half, one-and-a-half
verikoerverikoirabridgedbloodhound's, bloodhounds, bloodhound
hõbepäitsedhopeapäitsetbridgedsilver bridles, silver bridle
sinelsinelinear-exactovercoat, coat
kivi_hammaskivihammasnear-exactstone-tooth
apostelapostolibridgedapostles, apostle
vaskisarvvaski_sarvibridgedcopper horns, copper-horned
taevastaivasnear-exactheavens, heavens', in heaven, to the sky
viiskümmendviisikymmentäbridgedfifties, with fifty, on fifty, fifty's
tsaartsaarinear-exacttsar, tsar's, tsars
merevesimerivesinear-exactseawater, with seawater, on sea water, sea water
tinatukktinatukkanear-exacttin-haired
kanavaraskanavarassharedchicken thief, hen-thief, chicken-thief
vesilindvesilintubridgedwater bird, water birds, water-bird, waterbirds
nurknurkkabridgedin (the) corner, of the corner, to-corner, from-corner
ristitantsristitanssibridgedcross-dance
kanamunakananmunanear-exacthen-eggs, to hen's egg, chicken eggs, chicken-egg
kaunistikauniistinear-exactbeautifully
vaskseppvaskiseppäbridgedcoppersmiths, coppersmith
veripunaneveripunainenbridgedblood-red's, blood-red
kiitleminekerskuabridgedboasting
sinisiibsinisiipibridgedblue wing, blue-wing, blue-winged
kalaluukalanluunear-exactfrom fish bone, fish bones, fish bone, from fish bones
kivi_ristkiviristibridgedstone cross
tunnistajatodistajabridgedas witness, witnesses, to witnesses, witness
ameerikaamerikkabridgedfrom america, to america, america
kesköökeskiyöbridgedat midnight, midnight
jõgijokibridgedto-river, as a river, of the river, on river
saunateesaunatienear-exactsauna paths, on sauna path, sauna road, to sauna path
seppseppänear-exactof smith, at smith, to the smith, at smith's
vihmavesivihmavesisharedrainwater
kutsumakutsuanear-exactinvite!, invites, were invited, were called
käsivarskäsivarsinear-exactto arm, on the arm, to arms, in arm
orjaparkaorjaparkasharedpoor slave
kuulmakuullanear-exacthear!, i heard, didn't hear, without hearing
ristiisaristiisänear-exactgodfathers, godfather
vargusvarkausbridgedtheft
vaskiristvaskiristinear-exactcopper cross
lihapätslihalimppubridgedmeat-loaf, meatloaf
saksamaasaksanmaanear-exactfrom german land, of germany, germany's, in germany
panemapannabridgedwould be put, we put, are put, be put
sibersiperiabridgedsiberia, siberian, in siberia, siberia's
rehapulkrehapulgadbridgedrake-sticks
kolmkümmendkolmekymmentäbridgedthirty's, thirty
seinseinänear-exactof walls, in walls, as a wall, onto wall
laulmalaulaanear-exactto-sing, without singing, sing!, in singing
võõrasvierasbridgedfrom foreign, on foreign, to foreign, strangers'
kuldasukaskultasukkabridgedgolden sock, golden socks, golden-sock
tinarindtinarintabridgedtin chests, tin-breasts, tin-chests, tin-breast
mesinemesinennear-exacthoney-like, honeyed
unekottunikonttibridgedsleep-bag, sleep sack, dream-bag
kuldakägukultakäkibridgedgolden-cuckoo, golden cuckoo
vesipisarvesipisaranear-exactwater-drops, water drops, water drop
taaralanetaaralaistenbridgedof taara's people
meremeesmerimiesbridgedseaman's, seamen, seaman, as sailor
väsimusväsymysbridgedfatigue, weariness, tiredness
kuldkaevkultakaivobridgedgolden well, gold well
kuulutuskuulutussharedproclamations, proclamation, announcements, announcement
tuttavtuttavanear-exactto acquaintances, from acquaintances, familiarly, as familiar
pajupuupajupuusharedwillow-tree, willow trees, willow tree, willow's
pimepimeänear-exactin-dark, dark-ones, on dark, to darkness
neermunuainenbridgedkidney, kidneys
vaskrahavaskirahanear-exactcopper money
lihaleemlihaliemibridgedmeat broth's, meat-broth, meat broth
kolistamakolistaanear-exactto rattle, to clatter, rattles, rattle
paikpaikkabridgedon spot, to-place, in places, at place
akenikkunabridgedof windows, into windows, at window, on window
samutisamatenbridgedlikewise, similarly
olevipoegolevinpoikabridgedolev's son
moskvamoskovanear-exactmuscovite, from moscow, of moscow, in moscow
pajupillpajupillinear-exactwillow flute's, willow-flute, willow pipe, willow flute
teetienear-exactonto the road, onto road, from the road, from road
kuningriikkuningaskuntabridgedkingdom's, kingdom, kingdoms
põrgupiinpirunpiinabridgedfrom hell's torment

This is a static summary — the full, searchable dataset is in the interactive explorer above.

Cognate Explorer Help

Keyboard Shortcuts

/Focus search SShare URL to clipboard XExport CSV ?Toggle this help RRandom family 1All Pairs tab 2Word Families tab 3Frequency tab JNext family (in Families tab) KPrevious family (in Families tab) EscClose panels / exit compare

What are cognates?

Cognates are words in Estonian and Finnish that share a common origin. In runosong, cognates reveal the deep shared vocabulary of Finnic oral poetry.

How pairs are scored

Three signals are combined: Translation overlap (IDF-weighted, 55%) checks if both words share English translations. Etymological root (15%) checks shared proto-Finnic roots. Orthographic similarity (30%) measures character-level resemblance.

Pair types

Exact: identical spelling. Near-exact: minor spelling differences. Translation-bridged: matched via shared English meanings. Orthographic: similar spelling only. Shared: the same form used identically in both Estonian and Finnish traditions (attested in both corpora).

Word families

Families are connected components: if A is a cognate of B and B of C, then A-B-C form one family. The largest has about 30 members — a cluster of look-alike kuul-/kuu- words (Estonian kuulma, kui; Finnish kuulla, kun), connected by cognate links rather than a single shared meaning.

POS filter chips

Click the part-of-speech chips below the search bar to filter by grammatical category. Multiple chips can be active simultaneously. Active chips are filled green; click again to deactivate.

Score filter

Use the "Min:" number input to filter pairs by minimum score (0-100). Pairs with a combined score above 80% are strong cognates; 50-80% are moderate; below 50% are weak or orthographic.

Frequency tab

The Frequency tab shows corpus frequency data for 4,876 cognate pairs. It displays POS and dominance distributions, top-20 most frequent pairs, and the most ET-dominant and FI-dominant pairs by log-ratio. Dominance categories: balanced (ratio near 1), ET>FI / FI>ET (moderate skew), ET>>FI / FI>>ET (strong skew).

Frequency column

The "Freq" column in the pairs table shows the pair's total corpus count followed by a dominance symbol: more frequent in the Estonian corpus (ET>FI or ET>>FI), more frequent in the Finnish corpora (FI>ET or FI>>ET), = balanced (similar frequency on both sides), no frequency data for this pair. Hover over a symbol to see the exact category, e.g. whether the skew is moderate (ET>FI) or strong (ET>>FI). Sort by this column to find the most or least frequent cognates.

Per-corpus breakdown

When you open a pair's detail panel, the corpus-frequency section shows two stacked bars — one for the Estonian lemma (ET), one for the Finnish lemma (FI) — split across all four source corpora: SKVR, JR, KR, and ERAB. Segment width is each corpus's share of that side's total; hover a segment for the exact count and percentage. This reveals, for example, whether a word's attestations concentrate in the Estonian ERAB corpus or spread across the Finnish SKVR/JR/KR collections.

Compare mode

Click the Compare button in the search bar, then click two pairs in the table to view a side-by-side breakdown of their signals, scores, and shared glosses. Press Esc or click Exit Compare to leave this mode.

CSV export

The exported CSV includes columns for both lemmas, POS tags, the combined score, pair type, shared English glosses, family ID, total frequency, and dominance. The export respects your current search filter, type, and POS selection.

Network graphs

In the Word Families tab, clicking a family card reveals a force-directed network graph. Blue nodes are Estonian words, red nodes are Finnish words. Edge thickness reflects the pair score; dashed edges indicate orthographic-only or shared-form connections.

Data source

Cognate pairs are extracted from the RunoVerse corpus of 439,746 lemmas across Estonian (ERAB) and Finnish (SKVR, JR, KR) runosong traditions. The cognate detection pipeline uses multilingual embeddings, dictionary lookups, and phonological rules to identify related word pairs.

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