Summary
If each language family began at Babel, the diversity inside it grew in about 4,250 years on the Masoretic text, or 4,770 on the Septuagint. This article measures how fast languages change and asks whether that is enough. Under the Masoretic date it is not: the Bronze Age Indo-European texts need language to have changed two to five times faster than anything recorded. Under the Septuagint date, with the small founder groups the young-earth literature already posits, the gap nearly closes. The parent article, Language Families and the Tower of Babel, states the young-earth model; its other children ask whether language began once and how old the families are.
How fast languages change. Documented lineages keep 70 to 85% of their basic vocabulary per millennium. Robert Lees found 81% on thirteen dated pairs in 1953, with no pair faster than 76%.11 Bergsland and Vogt showed in 1962 that the rate is not constant: Icelandic kept 97 to 100% over about eight centuries, while East Greenlandic, spoken by about 400 people with a name taboo, had a retention estimate of 72%.22 Words differ in rate, so a short calibration overstates the rate over a long interval.3 Small populations lose words faster; Bromham and colleagues measured a slope worth about a factor of 2.5 over Polynesian populations from 200 to 360,000 speakers.45 In 1,000 to 2,200 years Latin, Old Norse, Koine Greek and Old Chinese each became a group of related languages, and none became an unrelated family. Creoles keep most of their source's basic vocabulary.6
The divergence-time test. The test counts shared basic-vocabulary cognates between Indo-European languages in the IE-CoR database, calibrated on 59 ancestor-to-descendant pairs dated by texts within the last 2,450 years.7 The code reproduces 11 of 13 percentages that Dyen, Kruskal and Black printed in 1992.8 Hittite, written about 1450 BC, and Vedic Sanskrit, about 1300 BC, share 21% of their meanings, about as many as Spanish and Russian do today.9 Under a Babel at 2242 BC every lineage would have had to change 2.45 times as fast as the fastest lineage recorded over a millennium, and 3.5 to 4.8 times as fast once the measured variation in rate among meanings is allowed for. Under the Septuagint's 2767 BC the factors are 1.53 and 2.2 to 3.0.10 John Oller's claim that observed rates suffice within 4,000 years fails for every Bronze Age pair that crosses branches of the family.11
The escape routes. Only two rest on young-earth writers' own proposals. K. J. Duursma suggests faster word loss in small, isolated groups.12 Computed here from published young-earth founder sizes and Bromham's slope, it halves the Masoretic gap and closes the Septuagint gap at a single rate.13 Anne Habermehl lowers the Late Bronze Age by about 550 years, though she does not apply it to language; with both routes, the Septuagint case fits even with rate variation.14 The Masoretic date then fits at a single rate, and with rate variation only if every favourable choice is stacked at once. Nobody proposes Babel languages that were already partly related, or creolisation, which fails on the creole data. Henry Morris allowed gaps in Genesis 11 of a thousand years or more; no young-earth writer applies them to language. A thousand years brings Hittite and Vedic within 7% of the fastest recorded rate, and only the far end of his range, five thousand years, reaches the text-dated ages with no change in rates.1516 Austronesian, with no Bronze Age texts, cannot exclude a post-Babel origin on modern word lists.17
Verdict. Languages diversify fast, but basic vocabulary decays slowly, and the Bronze Age texts are too far apart for a Masoretic Babel at any recorded rate. The Septuagint chronology with small founder groups comes within reach of the data. The honest young-earth position takes the longer chronology and says plainly that Indo-European needs a burst of early change that no document records.
Part 1: How fast languages change
Everything in How Old Are the Language Families? and in Part 2 below turns on one quantity: how much of a language's basic vocabulary survives per thousand years. It has been measured since 1953, on documented ancestor-to-descendant pairs, and the measurements are the young-earth side's key unknown stated as a number.
Lees, 1953. Robert Lees treated basic-vocabulary loss as first-order decay and calibrated it on thirteen pairs counted on a 215-word list, every pair dated by documents: Old English to English, Plautine Latin to Spanish and French, Old High German to German, Middle Egyptian to Coptic, Koine to Athenian and Cypriot Greek, Classical Chinese to Mandarin, Old Norse to Swedish, Latin to Italian, Portuguese, Rumanian and Catalan.1 The result: "k = 0.8048 ± 0.0176 per millennium, with a confidence limit of 90%", or "on the average about 81% of the basic-root-morphemes of a language will survive as cognates after 1000 years".11 The values "range from 0.760 for Coptic : Egyptian up to 0.854 for both German : Old High German and Swedish : Old Norse, with a standard-deviation of 0.0342."1 Nothing in his data is faster than 0.760, and the fastest pair is the one spanning the longest time. He conceded the weakness himself: constancy over time could only be tested on "Assyro-Babylonian, which covers about 5000 years of written records", and he had not done it;1 applied to German and English his constant dates their split to "about 716 A.D.", though "the Germanic invasions of Britain began about 449";1 and if word classes decay at different rates "the assumption of a temporally constant k for our word list ... is clearly false."1
Swadesh, 1955. Morris Swadesh replaced the long list with a 100-item one, because "If the lexicostatistic test list is to be valid for different magnitudes of time depth, it has to be made up of elements having approximately the same likelihood to persist", and otherwise "there will be a tendency for the less persistent items to be lost early, thereby leaving a residual list of gradually increasing durability".18 On the new list seven of Lees's pairs keep about 86% per millennium in place of 81%.18 He dropped Coptic, the fastest pair, as showing "hidden divergence" already present in 1700 BC.18 Two things in this paper matter later. Swadesh's reason for the revision is the rate-variation point: the observed rate rises with depth because the fast items go first, which is what makes a constant-rate date a floor. And Arndt's independent rescoring lowered Lees's English rate to "67.8% or 74.8% instead of 76.6%", the lower figure before removing inter-dialect borrowing, so English, flooded with French and Norse words, is among the fastest documented lineages.18
Bergsland and Vogt, 1962. The paper that ended glottochronology's reputation tested it on four documented lineages. "For Old Norse of the early 13th century to Modern Icelandic (rural), the retention rates are, in the 215-item test list, 97.19%; in the 200-item list 97.9%; and in the 100-item list 100%."2 So the method dates eight centuries of Icelandic history to zero: "The ridiculously recent dates obtained by the glottochronological method cannot be due to mutual influence in later periods or to convergence ... but are simply due to the high retention rate of Modern Icelandic."2 Georgian, from the fifth-century Gospel translations, keeps 87 to 89% per millennium on the 215-item list and 95 to 97.2% on the 100-item list; Armenian over the same span 89.7 to 94.1% and 94.6 to 97.8%.22 At the other extreme, East Greenlandic, spoken by about 400 people at Angmagsalik with a name taboo that replaced the word for anything a dead person had been named after, "has deviated from West Greenlandic by 30% more than has the dialect of Labrador" inside a separation of a few centuries, with a retention estimate of 72%.22 Their conclusion: "Our findings clearly disprove the basic assumption of glottochronology 'that fundamental vocabulary changes at a constant rate.'"2 And the mechanism, which both sides should note: "If relative isolation and the small size of the tribe accounts for the low retention rate of East Greenlandic, the same circumstances may account for the high retention rate of Modern Icelandic."2 Small and isolated goes both ways.
Rate variation among words. Pagel, Atkinson and Meade estimated a separate replacement rate for each of 200 meanings across 87 Indo-European languages and found that how often a word is used predicts about half the variation.19 Restated with numbers in 2013: "most words have about a 50% chance of being replaced by a new noncognate word ... roughly every 2,000–4,000 y ... However, some words, such as the numerals, pronouns, and special adverbs (e.g., I, you, here, how, not, there, what, two, five) are replaced far more slowly, with half-lives of once every 10,000, 20,000 or even more years".3 Greenhill and colleagues sorted 1,195 Austronesian cognate sets and 157 grammatical features into rate classes and found basic vocabulary the slowest part of language, with 82% of its cognate sets in the slow class and grammar changing about five times faster on the median.2020 So there is no faster subsystem to which a young chronology can appeal, and no slower one that keeps a deep signal. The slow words cut against one young-earth reading in particular: if Babel split one language into daughters, the pronouns and numerals with 10,000-year half-lives should still be cognate across every family born there. They are not. That fits Babel only on Wieland's and Hodge's model, in which Babel created unrelated vocabularies outright, and not on Taylor's, in which one vocabulary was re-sounded.
Bursts at splits. Atkinson, Meade, Venditti, Greenhill and Pagel found that path length on lexical trees grows with the number of splits along the path: "punctuational bursts of change at the time of language splitting are an important and general process in language evolution and account for 10 to 33% of the total divergence among these languages in their fundamental vocabularies", with 31% for Bantu, 21% for Indo-European and 9.5% for Austronesian.2121 Greenhill 2017 puts the Austronesian lexical figure at 29%.20 This helps a young chronology in kind: a dispersal is a burst of splitting, and the burst component is tied to the number of splits rather than to elapsed time. It limits the help in size: if 21% of Indo-European divergence is per split, the time-dependent part that must be compressed falls by at most a fifth.
Population size. Bromham, Hua, Fitzpatrick and Greenhill measured, in ten pairs of Polynesian sister languages, the rate of gaining new basic words and the rate of losing inherited ones against speaker population: "larger populations have higher rates of gain of new words whereas smaller populations have higher rates of word loss."4 The loss slope is -0.12 on log-log scales, with a standard error of 0.032, over populations from 200 to more than 360,000.4 Loss is what lowers the shared-cognate fraction, and over the study's own range that slope is a factor of about 2.5 in loss rate.5 The limits are the paper's own: "overall rates of change (gain plus loss) were not significantly related to population size"; "Allowing for a period of population growth does not provide a better fit to the data, nor does accounting for founder effects"; and the reduced datasets "did not have a significantly higher rate of loss in smaller populations".444 Daniel Nettle's 1999 simulation points the same way: "the rate is much faster with communities of less than 200-250 members. Thereafter there is no further decline in the rate".22 It is a model, not data, and he says so: "it is quite possible that there are other sets of computational procedures and assumptions which would produce different results."22 His strongest datum is second-hand: Lithgow found in Muyuw, with three thousand speakers, "a massive rate of lexical replacement (13%, which should take 685 years according to the glottochronological clock of Lees, 1953) and grammatical change over just 50 years".22 Taylor in 1983 took the mainstream view to be the reverse, writing that rapid change "goes so very much against the popular language theory that small societies change their speech form more slowly than large ones", and so treated fast change in small groups as something the other side could not use;23 the later literature finds small groups lose words faster, and the young-earth side has not yet used that.
What two thousand years do: the historical cases. The documented cases of one language becoming many are the best control the young-earth side has, and they all point the same way.
| Case | Start and its anchor | Years to now | What it produced | Retention per millennium |
|---|---|---|---|---|
| Latin to Romance | Roman expansion, last centuries BC; separate languages by the ninth century AD | about 2,000-2,200 | separate but closely related languages | Italian 0.839, Portuguese 0.806, Spanish 0.790, French 0.776, Rumanian 0.764 |
| Old Norse to North Germanic | Viking Age, AD 750-1050 | about 1,000-1,100 | the Scandinavian languages | Swedish 0.854; Icelandic 97-100% kept since about AD 1200 |
| Old English to English | settlement from AD 449; texts AD 900-1000 | about 1,000 from the texts | English | 0.766; 0.695 in the IE-CoR calibration below; 7% French and 7% Norse loans on the 200-word list |
| Koine to Modern Greek | Hellenistic koine, 250 BC | about 1,900-2,250 | every modern dialect but Tsakonian | Athenian 0.836, Cypriot 0.829; Koine to Cypriot 0.694 on IE-CoR |
| Old Chinese to Sinitic | Qin-Han expansion; Min from dialects of the 2nd-3rd centuries BC | about 2,200 | a family as diverse as Romance | Classical Chinese to Mandarin 0.795 |
| Classical Arabic to the dialects | the conquests of the seventh century AD | about 1,350 | thousands of colloquials, Maltese a separate language | not measured on a basic list |
| Southeast Barito to Malagasy | migration most probably seventh century AD | about 1,300 | one dialect complex, still mutually intelligible | not measured here |
| English to Tok Pisin | second half of the 19th century | about 120-150 | a new language, grammar not English | 146 of 200 items still English |
The Romance case is the standard. Coleman: "by the ninth century AD written Latin and the diverse spoken forms of Latin had ceased to be registers of one language ... but were now quite separate, if closely related, languages. Caesar and Livy would have recognised the Latin of Nithard's Historiae as a form of their own language; they would have found his citations of the Strassburg oaths as baffling in the romana lingua as in the teudisca."24 Jerry Norman's Chinese is the best non-Indo-European parallel: "The Chinese dialectal complex is in many ways analogous to the Romance language family in Europe: both have their roots in a large-scale imperial expansion that took place in the centuries just preceding and just following the birth of Christ ... there is probably as much difference between the dialects of Peking and Chaozhou as there is between Italian and French; the Hainan Min dialects are as different from the Xian dialect as Spanish is from Rumanian."25 Alan Kaye on Arabic: "the differences between many colloquials and the classical language are so great that a fallah who had never been to school could hardly understand more than a few scattered words and expressions in it", and Maltese "developed into a new Semitic language in its own right".2424 Against these, Adelaar's Malagasy: about 1,300 years on a large island with heavy Bantu contact, and the dialects "are also relatively homogeneous", still recognisably Southeast Barito beside Ma'anyan in Borneo.2626
Reading the table: in 1,000 to 2,200 years one attested language becomes a group of mutually unintelligible but plainly related languages, keeping 70 to 85% of its basic vocabulary per lineage per millennium, 100% in Icelandic and about 70% in English and Cypriot Greek. The fast cases have causes: heavy borrowing in English, creolisation in Tok Pisin, taboo in a group of 400 in East Greenland. None of the eight produced an unrelated family, and in every one the descendants are recognisable as a family from the basic vocabulary alone. Oller is right that dialects "can become mutually unintelligible within about 1,000 years";11 Hammarström says the same, "approximately 1,000 years for it to reach unintelligibility with its former self".27 But unintelligibility is not the measure that limits the family count. Cognate retention is, and that decays far more slowly. A Masoretic Babel lies about 4,250 years before AD 2000 and a Septuagint Babel about 4,770, two to four times the depths in the table. At the fastest millennium-scale rate recorded, 0.694, two lineages separated for 4,250 years share about 4.5% of a basic list, near the 7% chance floor; at the median rate, 0.779, they share about 12%, which is detectable.28 So the question for the young-earth side is not whether languages diversify fast. They do. It is whether two to four times the Romance depth can turn one language into families that share nothing, and on these rates it cannot.
Creoles and mixed languages. A creole is a new language made in a generation, and the young-earth side can fairly cite that for speed. What it does to basic vocabulary is the opposite of what a Babel-by-creolisation story would need. Thomason and Kaufman: "Most languages of all three nongenetic types will derive most of their basic vocabulary from a single source."6 Ma'a "has perhaps 50 percent Cushitic vocabulary (including most of the basic vocabulary) and a few Cushitic structural features, while its remaining vocabulary, together with almost all its grammar, is of Bantu origin".6 Crowley's datum for Tok Pisin: "out of 200 items, the two languages have common sources for 146 items", after about a century;29 that is 27% of the list replaced in 130 years, six times what the clock allows, and 73% still plainly English. Dyen, Kruskal and Black make the same point from the other side, counting those shared words as "pseudo-cognates" because the creole was "mutually unintelligible with English at the moment that its first native speaker came into existence", and noting that "There is no evidence for creole languages prior to the post-Columbian colonial period".303030 Thomason and Kaufman's warning is the one that matters for Part 2: "after a few hundred years with no documentation, a language like this might look like a distant relative of its lexical source language".6 Creolisation fast-forwards a language to the status of a close or distant relative. No documented process turns one language into several whose basic vocabularies share nothing, and no young-earth writer found has proposed one.
Part 2: The divergence-time test
The Bayesian dates of How Old Are the Language Families? come from models with dozens of parameters, and a skeptic of either side is entitled to distrust them. So this article asks a simpler question with a method a reader can check. Given only calibrations a young-earth chronologist accepts, how much time does the divergence inside Indo-European require, and does it fit the time since a Babel date? The code is Deno TypeScript in research/code/ beside the parent article, its outputs are in research/data/, and every number below is read from those outputs.
What was measured. For two languages, the share of meanings for which they have cognate words, the "lexicostatistical percentage" of Dyen, Kruskal and Black. The data are IE-CoR, the Indo-European Cognate Relationships database behind Heggarty and colleagues' 2023 paper: 160 languages, 170 meanings, 25,741 cognate judgements made by specialists, with loanwords flagged by cognate set and 52 ancient languages dated by their texts.31 For Austronesian, the ABVD database of Greenhill, Blust and Gray, 2,040 word lists over 210 meanings.32 The rules, applied identically to calibration and inference: a meaning is shared if any form of one language shares a non-loan cognate set with any form of the other, which is Dyen's rule; a loanword stays as a present word that matches nothing, so borrowing counts as replacement of the native word, as in Dyen's coding; and a sensitivity run drops loans as missing data instead.33 Uncertainty is a bootstrap of 1,000 resamples over the meanings both languages have.
Validation. Before the code touched IE-CoR it was run on Dyen's raw 1997 data file and asked to reproduce the thirteen percentages Dyen, Kruskal and Black printed in 1992, such as "the smallest percentage between any two Baltoslavic lists is 30.6, between Latvian and Bulgarian" and "Macedonian's highest percentage is 83.5 with Bulgarian".3030 Eleven of thirteen match to the printed decimal and two miss by a little, 17.6 against 17.5 and 91.5 against 91.0, the second on a file that postdates the book.8 Then the input was deliberately broken: 30% of forms reassigned at random to unique classes, which should cut every shared fraction to about half. Macedonian and Bulgarian fell from 83.5 to 42.1, Icelandic and Faroese from 92.2 to 49.0. The check can fail, and fails by the predicted amount.8
Calibration. The rate was learned from 59 strict ancestor-to-descendant pairs in IE-CoR: Latin to each Romance language, Old English to English, Old Icelandic to Icelandic, New Testament Koine to the modern Greek dialects, Old Irish to Irish, Scottish Gaelic and Manx, Old Church Slavonic to Bulgarian and Macedonian, Classical to modern Armenian, Old to Middle to New Persian, Old to Middle to modern Welsh and Breton, and others. The old end of every pair is dated by its texts: Cicero's Latin 50 BC, Ælfric's Old English about AD 950, the Old Icelandic of about 1200, and so on. Every calibration lies within the last 2,450 years and none uses radiocarbon.7 Retention per lineage per millennium, r:
| r | Pair | Interval | |
|---|---|---|---|
| Fastest, any interval | 0.556 | Middle Cornish to Late Cornish, a dying language | 400 years |
| Fastest over a millennium or more | 0.694 | NT Koine to Cypriot Greek; Old English to English 0.695 | 1,900 and 1,050 years |
| 10th percentile | 0.705 | ||
| Median of 59 pairs | 0.779 | ||
| 75th percentile | 0.802 | ||
| Slowest | 0.894 | Old Czech to Czech | 660 years |
With loans treated as missing rather than as replacements every rate slows: fastest 0.726, median 0.821, slowest 0.919. The fastest short-interval rates all come from borrowing: dying Cornish flooded with English, Breton with French loans, Arbëresh with Italian.7 The median, 0.779, sits where Lees's 0.805 on a different list would lead one to expect; IE-CoR was designed to include less stable meanings, so its rates must be calibrated on itself, as they are here. Sister splits with historically dated separations give slower figures still: European and Brazilian Portuguese 0.900, Icelandic and Nynorsk 0.888, Icelandic and Faroese 0.924, Cappadocian and standard Greek 0.843.7
Is the fastest rate realistic for a whole lineage? No, and the dataset itself shows it. Applied to Mycenaean Greek of 1350 BC and Attic of 400 BC, whose common ancestor must be older than the Linear B tablets, r = 0.694 puts that ancestor at 1062 BC, with a bootstrap range of 935 to 1203 BC, three centuries after one of the two was written down.34 The fastest rate gives ages that are too young even where history can check them. It is a floor, not an estimate, and it is used below as the most generous rate a young chronology can claim.
Inference. For two languages attested at dates dX and dY with shared fraction S, the two lineages together run L = ln S / ln r millennia, and the common ancestor sits at T = (dX + dY - 1000 L) / 2.35 The attestation dates are IE-CoR's own tip dates: Hittite 1450 BC, the generous young end of the Hattusa archive; Luvian and Mycenaean Greek 1350 BC; Early Vedic 1300 BC; Younger Avestan 550 BC; Attic 400 BC; Latin 50 BC; Gothic AD 370; Tocharian B AD 650; Old Prussian AD 1500; modern lists AD 2000. Common-ancestor dates at four rates, with the bootstrap interval at the fastest millennium rate:
| Pair | Meanings | S | Fastest any, 0.556 | Fastest at 1 ka or more, 0.694 | Median, 0.779 | Slowest, 0.894 |
|---|---|---|---|---|---|---|
| Hittite / Luvian | 67 | 0.612 | 1818 BC | 2073 BC [1857-2330] | 2385 BC | 3600 BC |
| Hittite / Vedic | 132 | 0.212 | 2695 BC | 3500 BC [3118-3961] | 4486 BC | 8322 BC |
| Hittite / Mycenaean | 43 | 0.326 | 2355 BC | 2938 BC [2449-3705] | 3651 BC | 6427 BC |
| Hittite / Attic | 134 | 0.179 | 2389 BC | 3282 BC [2845-3837] | 4375 BC | 8630 BC |
| Hittite / Latin | 134 | 0.179 | 2214 BC | 3107 BC [2670-3751] | 4200 BC | 8455 BC |
| Hittite / Gothic | 103 | 0.146 | 2180 BC | 3180 BC [2595-4042] | 4405 BC | 9172 BC |
| Hittite / Tocharian B | 123 | 0.179 | 1865 BC | 2759 BC [2334-3378] | 3853 BC | 8111 BC |
| Hittite / Albanian | 134 | 0.075 | 1934 BC | 3282 BC [2554-4231] | 4932 BC | 11352 BC |
| Vedic / Mycenaean | 47 | 0.383 | 2142 BC | 2640 BC | 3250 BC | 5625 BC |
| Vedic / Attic | 167 | 0.281 | 1929 BC | 2587 BC | 3394 BC | 6530 BC |
| Vedic / Avestan | 143 | 0.587 | 1378 BC | 1654 BC [1500-1865] | 1992 BC | 3309 BC |
| Mycenaean / Attic | 47 | 0.872 | 991 BC | 1062 BC [935-1203] | 1149 BC | 1487 BC |
The Proto-Indo-European root is the split of Anatolian from the rest. At the fastest millennium rate applied to every lineage for its whole history, the root pairs put it between about 2450 BC and 3500 BC, with the earliest-attested pairs giving the oldest dates because they carry the least post-attestation change. At the median rate the root is 3600 to 4900 BC. The Bayesian analysis of the same dataset, 8,120 years before AD 2000 or about 6100 BC, lies between the median and slowest columns. Setting loans aside as missing barely moves it: Hittite and Vedic at the loans-missing fastest rate give 3777 BC.9
What the Bronze Age pairs say. Hittite and Vedic Sanskrit, written down 800 to 950 years after a Masoretic Babel, share 21% of IE-CoR's meanings. That is about as many as modern Spanish and Russian share, 21.8%, or English and Latin, 21.8%, and fewer than Attic Greek and Latin, 26.5%, or Lithuanian and Russian, 35.3%.9 Two languages that far apart cannot have been one language a few centuries earlier at any recorded rate.
Rate variation makes the constant-rate figure a floor. Dyen, Kruskal and Black said it in words: "different meanings are subject to replacement of their words at different rates ... so that the usual glottochronological rule for deducing age from lexicostatistical percentage is not valid. Instead, similarity decays in the manner of radioactivity from a mixture of numerous radioelements".30 The direction of the error is provable. If each meaning is replaced at its own rate, the effective rate over a long interval can only fall with depth, because the fast meanings are gone early and the slow ones remain; so a rate calibrated over 2,450 years is at least as fast as the true rate over 5,000, and inverting a deep S with it gives a time no longer than the true time.36 On the dataset, a gamma mixture of rates beats a single rate by a likelihood-ratio statistic of 208 on 23 disjoint lineage segments and 2,222 on all 59 pairs, each on one degree of freedom, and the per-meaning rates run from zero, for 19 meanings never replaced in any dated segment, to 1.45 per thousand years.37 At the Hittite-Vedic level of similarity the correction multiplies the required time by 1.65 on the disjoint fit and 2.42 on the full fit, which moves the Hittite-Vedic ancestor at the fastest rate from 3500 BC to about 4880 BC. The gamma extrapolation rests on the assumed shape of the slow tail, so the corrected figures are estimates; the uncorrected ones are floors.
The Babel windows. Babel is placed at Peleg's birth, the earliest moment "in his days" and so the most time each text allows: Masoretic 2242 BC, Ussher's dispersion as Answers in Genesis prints it, or 2417 BC with Abraham born in 2166 BC; Samaritan 2707 BC; Septuagint 2767 BC. The last three are from the table in the Old Testament text and chronology, and the choice among them belongs to the Tower of Babel. If a pair's family began at Babel, its two lineages have between them the years from Babel to each attestation. The speed-up k is how many times faster than the stated rate every lineage would have had to change, continuously, to produce the observed S in that time. Below 1 fits.
| Pair | MT 2242 BC: Cornish / fastest 1 ka / gamma | MT 2417 BC | SP 2707 BC | LXX 2767 BC |
|---|---|---|---|---|
| Hittite / Luvian | 0.50 / 0.80 / 0.74 | 0.41 / 0.66 / 0.61 | 0.32 / 0.51 / 0.48 | 0.31 / 0.49 / 0.46 |
| Hittite / Vedic | 1.52 / 2.45 / 3.45 | 1.27 / 2.04 / 2.87 | 0.99 / 1.60 / 2.25 | 0.95 / 1.53 / 2.15 |
| Hittite / Mycenaean | 1.13 / 1.82 / 2.16 | 0.94 / 1.51 / 1.79 | 0.73 / 1.18 / 1.39 | 0.70 / 1.12 / 1.33 |
| Hittite / Attic | 1.11 / 1.79 / 2.71 | 0.98 / 1.58 / 2.39 | 0.82 / 1.32 / 2.00 | 0.79 / 1.28 / 1.94 |
| Hittite / Latin | 0.98 / 1.58 / 2.39 | 0.88 / 1.41 / 2.14 | 0.75 / 1.20 / 1.82 | 0.73 / 1.17 / 1.77 |
| Hittite / Tocharian B | 0.79 / 1.28 / 1.94 | 0.73 / 1.17 / 1.77 | 0.63 / 1.02 / 1.55 | 0.62 / 1.00 / 1.51 |
| Vedic / Mycenaean | 0.89 / 1.43 / 1.59 | 0.75 / 1.20 / 1.34 | 0.59 / 0.95 / 1.06 | 0.57 / 0.91 / 1.01 |
| Vedic / Attic | 0.78 / 1.25 / 1.57 | 0.69 / 1.11 / 1.39 | 0.58 / 0.94 / 1.18 | 0.56 / 0.91 / 1.14 |
"Cornish" is r = 0.556, the rate of a dying language over 400 years; "fastest 1 ka" is 0.694; "gamma" is the disjoint gamma fit scaled to the fastest millennium calibration. The full-fit gamma gives larger values, 4.80 for Hittite and Vedic under the Masoretic date.10 Under a Masoretic Babel, Hittite and Vedic need every lineage to change one and a half times as fast as dying Cornish, 2.45 times as fast as the fastest lineage recorded over a millennium, and 3.5 to 4.8 times as fast once rate variation among meanings is allowed for. Under the Septuagint, 0.95, 1.53 and 2.2 to 3.0. Oller's claim that observed rates "could easily have been produced within a space of 4,000 years" is the base claim this table tests. Under the Masoretic date it fails before rate variation by a factor of 1.8 to 2.5 for Hittite against Vedic and Mycenaean, and 1.4 for Vedic against Mycenaean; only the two Anatolian languages, Hittite and Luvian, fit.11
The escape routes, and who proposes them. A young chronology can be rescued in five ways. The corrections log of this project requires that each be labelled by whether any young-earth writer proposes it, and the audit found that most do not.
Route (a), faster change in small post-Babel populations. Duursma proposes it, in two sentences and without numbers: isolation "could result in greater word loss" and "some languages have a much quicker word loss, for cultural reasons."12 The founder sizes are published young-earth positions: Osgood's "a total of around 25,000 human beings" at Babel, and Carter and Hardy's model giving "greater than 1,000 individuals" a century after the Flood, and "up to 40,000", only at early ages of first childbearing that they call "not likely scenarios".3839 The number of Babel languages is also published: Duursma's "about a dozen or so", Hodge's 78 at least. Their combination with Bromham's measured slope and the IE-CoR rates is this article's construction, and it is labelled so. Founders per lineage are the people divided by the languages, halved because splitting Proto-Indo-European in two at Babel itself gives the root pair the most time: 6 for Carter and Hardy's 1,000 with Hodge's 78; 160 for Osgood's 25,000 with Hodge's 78; 1,042 for Osgood with Duursma's 12. Each lineage then grows exponentially to the population of its attested community, and its loss rate at every moment is scaled by Bromham's slope relative to the calibration lineages, capped at the smallest population Bromham measured so that nothing is extrapolated below 200 speakers.13 The residual speed-up still needed, for Hittite and Vedic:
| Dates | Babel | Founders per lineage | Mean rate multiplier | Fastest 1 ka: one rate / gamma | Median rate |
|---|---|---|---|---|---|
| IE-CoR | MT 2242 | 6 (Carter and Hardy, Hodge) | 1.99 | 2.45 to 1.23 / 3.45 to 1.73 | 3.59 to 1.80 |
| IE-CoR | MT 2242 | 160 (Osgood, Hodge) | 1.76 | 2.45 to 1.39 / 3.45 to 1.97 | 3.59 to 2.04 |
| IE-CoR | MT 2242 | 1,042 (Osgood, Duursma) | 1.55 | 2.45 to 1.58 / 3.45 to 2.22 | 3.59 to 2.31 |
| IE-CoR | LXX 2767 | 160 | 1.76 | 1.53 to 0.87 / 2.15 to 1.22 | 2.24 to 1.27 |
| IE-CoR | LXX 2767 | 1,042 | 1.55 | 1.53 to 0.98 / 2.15 to 1.39 | 2.24 to 1.44 |
| Shift 550 | MT 2242 | 160 | 1.76 | 1.50 to 0.85 / 2.11 to 1.20 | 2.20 to 1.25 |
| Shift 550 | LXX 2767 | 160 | 1.76 | 1.09 to 0.62 / 1.54 to 0.88 | 1.60 to 0.91 |
| Hittite 1650 | MT 2242 | 160 | 1.76 | 2.77 to 1.58 / 3.91 to 2.22 | 4.06 to 2.31 |
Four things the population computation shows. It is the strongest escape route: with Osgood's and Hodge's numbers the mean multiplier over the interval is 1.5 to 2.0, which halves the Masoretic gap at the fastest rate and closes the single-rate gap under the Septuagint. Adding Atkinson's bursts, which cut the time-dependent part by at most a fifth, brings the central Septuagint case to 0.69 at one rate and 0.96 with the gamma correction.13 It does not close the Masoretic gamma-corrected gap, which stays at 1.7 to 2.3 in the central case and 1.6 with bursts, and what it does close rests on stacked favourable choices: the fastest recorded lineage as the baseline with a population multiplier on top of it; a slope that was significant for only one of Bromham's three population measures and for loss but not total change; and both lineages splitting at Babel itself. The effect is front-loaded and then gone: almost all the extra loss happens while a lineage is small, and once it reaches tens of thousands the multiplier is near 1. The Hittite kingdom, the Mitanni state and the Mycenaean palaces were large for centuries before their texts, which is why the one variant that clears the Masoretic gamma gap, holding every lineage at founder size for the whole interval, is not a real option. Across every scale assumption tried, with founders of 160, the Masoretic date and Bromham's measured slope, the residual runs 1.09 to 1.83 at one rate and 1.54 to 2.58 with gamma. At the upper end of the slope's 95% interval it runs 0.70 to 1.51 and 0.99 to 2.13, so the Masoretic single-rate gap can close if the slope is taken at its upper bound and the population scales at their most favourable.13
Route (b), Babel created internally diverse proto-languages. No young-earth writer proposes this, and the published model says the opposite: Wieland's one stem per family, Oller's "radically distinct" languages, Hodge's Genesis 10 tally of families. Every published model fixes the similarity of two lineages at Babel at 100%. It is this article's hypothetical, and the computation is better read as a measure of how far the data sit from the published model. The S0 column asks what share of basic vocabulary two lineages must already have shared on leaving Babel for the fastest millennium rate to produce today's S.40
| Pair | S observed | MT 2242 BC | MT 2417 BC | SP 2707 BC | LXX 2767 BC |
|---|---|---|---|---|---|
| Hittite / Vedic | 0.212 | 0.40 | 0.45 | 0.56 | 0.59 |
| Hittite / Old Persian | 0.178 | 0.46 | 0.52 | 0.64 | 0.67 |
| Hittite / Attic | 0.179 | 0.47 | 0.53 | 0.66 | 0.69 |
| Hittite / Gothic | 0.146 | 0.50 | 0.57 | 0.71 | 0.74 |
| Hittite / Latin | 0.179 | 0.53 | 0.60 | 0.75 | 0.78 |
| Hittite / Mycenaean | 0.326 | 0.60 | 0.68 | 0.84 | 0.88 |
| Hittite / Old Prussian | 0.165 | 0.86 | 0.98 | 1.21 | 1.27 |
| Vedic / Mycenaean | 0.383 | 0.75 | 0.85 | 1.05 | 1.10 |
Under a Masoretic Babel the ancestors of Hittite and of Vedic would have had to leave Babel sharing only about 40% of their basic vocabulary, about as different as Lithuanian and Russian are today, and still be related by regular sound correspondences. Under the Septuagint, about 60%. A model that allowed this could absorb any S and would not be testable by lexicostatistics; it would also have to say why created languages show the nested structure of descent. Nobody has proposed it.
Route (c), the attestation dates moved later. The chronology exists; the application does not. Anne Habermehl's 2023 Answers Research Journal synchronisation sets Solomon and Thutmose III at about 1000 BC against the standard 1470 BC, and the Bronze Age collapse at about 600 BC against the twelfth century, a shift of about 470 to 550 years.14 The Hittite archive, the Linear B tablets and the Mitanni treaty that anchors early Vedic all sit in the Late Bronze Age and are dated through Egyptian and Hittite synchronisms, so her scheme would move them by about the same amount. She does not apply it to language; the application is this article's. With every date before 700 BC moved 550 years later, Hittite at 900 BC and Vedic at 750 BC:
| Pair | Shift | MT 2242 BC: Cornish / fastest 1 ka / gamma full / gamma disjoint | LXX 2767 BC |
|---|---|---|---|
| Hittite / Vedic | 0 | 1.52 / 2.45 / 4.80 / 3.45 | 0.95 / 1.53 / 2.99 / 2.15 |
| Hittite / Vedic | 300 | 1.13 / 1.82 / 3.57 / 2.57 | 0.78 / 1.26 / 2.46 / 1.77 |
| Hittite / Vedic | 550 | 0.93 / 1.50 / 2.94 / 2.11 | 0.68 / 1.09 / 2.14 / 1.54 |
| Hittite / Mycenaean | 550 | 0.69 / 1.10 / 1.53 / 1.30 | 0.50 / 0.80 / 1.11 / 0.95 |
| Hittite / Attic | 550 | 0.92 / 1.48 / 3.34 / 2.24 | 0.69 / 1.11 / 2.52 / 1.68 |
| Vedic / Attic | 550 | 0.65 / 1.04 / 1.62 / 1.31 | 0.49 / 0.79 / 1.23 / 1.00 |
The 300-year row is the scale of the non-creationist revisionists James and Rohl, and no young-earth writer proposes it either.41 Lowering the Late Bronze Age helps a young chronology because it lengthens the time between Babel and the first texts, but it does not close the gap at the fastest millennium rate under the Masoretic date, and it has costs this article does not price: a Rigveda at 750 BC collides with the Vedic literature's own internal sequence down to the early Buddhist texts, and the Assyrian eclipse and tree-ring anchors of Mesopotamian absolute chronology must also be overcome. The opposite sensitivity was run too: IE-CoR dates Hittite at 1450 BC because most of its list comes from the empire-period archive, but the Old Hittite texts are of the seventeenth and sixteenth centuries; at 1650 BC the Masoretic speed-up rises from 2.45 to 2.77.42
Route (d), creolisation or mixed languages. No young-earth writer mentions creoles, pidgins or mixed languages in connection with Babel. Part 1 prices it anyway: creoles keep most of the lexifier's basic vocabulary and mixed languages keep one source's, so the route cannot make unrelated families from one language. It is this article's hypothetical, and it fails.
A gap reading of Genesis 11. Morris allowed that gaps might raise his dates by "up to about one thousand years or more (possibly five thousand years at the very outside)".15 No young-earth writer applies that to language, and the later literature found here does not take it. Had a thousand years been taken, a Babel at 3358 BC would leave Hittite and Vedic needing 1.07 times the fastest millennium rate, and 1.5 to 2.1 times with rate variation: below every Septuagint figure, but still not a fit.16 Only the far end of Morris's range reaches the text-dated family ages with no change to the rates: at 7358 BC the factors are 0.36 at one rate and 0.5 to 0.7 with rate variation. So this is the one young-earth-compatible reading that can reach those ages without faster change, and it is proposed in principle by the founder of the movement.
Austronesian. The same test on ABVD gives the young-earth side a real point. The calibration is the East Polynesian settlement, on radiocarbon dates after AD 1000 that no young-earth model disputes: Wilmshurst and colleagues' 1,434 dates put the Society Islands at AD 1025-1120 and the remaining islands at AD 1190-1290.43 Twenty-eight East Polynesian sister pairs give rates from 0.673 per millennium for Tahitian and Marquesan, the fastest, to a median of 0.795, with Tahitian fast as expected for a language with recorded word-taboo replacement.17 The root is the split of Atayalic from Malayo-Polynesian, both primary branches of Austronesian in Glottolog; over 56 such pairs the median shared fraction is 0.098. At a single rate the result fits a post-Babel origin: the fastest Polynesian rate puts Proto-Austronesian at 990 BC, a speed-up of 0.70 under the Masoretic date, and the median rate at 3110 BC, 1.21. Only the rate-variation correction pushes it back, and at S near 0.1 that correction is unstable: the two gamma shapes fitted on IE-CoR give 4140 BC and 10550 BC from the same calibration.17 Gray's 5,230 and Greenhill's 5,117 years, about 3200 BC, lie between the single-rate and the gamma figures. Austronesian has no Bronze Age texts; nearly every list is modern, so a Masoretic Babel leaves each lineage about 4,200 years, and lexicostatistics on modern lists cannot exclude a post-Babel origin at that depth. The evidence against a young Austronesian is archaeological, the Taiwan Neolithic and the Lapita horizon, and those dates are radiocarbon.
Limits. Glottochronology's reputation is deserved, and Part 1 shows why: rates vary by a factor of two or more between documented lineages, and this test uses that fact by reporting every result at the fastest recorded rate as well as the median. Borrowing is handled two ways, and the answer barely moves. Coding choices, which philologist judged which words cognate, are IE-CoR's and not this article's; a missed deep cognate makes the estimate older and works against the floor reading, and that effect cannot be priced from the data. List noise makes short calibrations look fast: Parkinson's 1770 Maori and Tahitian lists compared with the modern ones give absurd rates of 0.03 to 0.22 per millennium, a fixed per-list penalty that favours a short chronology and was excluded.17 IE-CoR's 170 meanings are not the Swadesh list, so its rates are calibrated on itself and are not interchangeable with Lees's. The attestation dates are IE-CoR's tip dates with standard handbook anchors, and a historian's citation for each has not been assembled. And the whole test measures one family in depth, Indo-European, and one at the root, Austronesian; Sino-Tibetan was not run.
Objections and responses
"Glottochronology is discredited. Bergsland and Vogt destroyed it in 1962. So the divergence-time test proves nothing." Bergsland and Vogt showed the rate is not constant: Icelandic keeps 100% of the 100-word list over 800 years and East Greenlandic far less than the index over a few centuries. The test in Part 2 does not assume a constant rate. It reports every result at the fastest rate recorded over a millennium, at the median, and at the slowest, and it treats the fastest as a floor. The young-earth case needs a rate faster than any of them, in every Indo-European lineage, for the first thousand years after Babel and never again. Rate variation widens the error bars of a date; it does not, by itself, make the families young. And the fastest documented cases have known causes, borrowing, creolisation, taboo, that are hard to posit for every lineage at once.
"Small, isolated post-Babel clans would have changed language far faster than Latin or Old English did. Bromham and Nettle show small populations change faster." This is the strongest objection, and Part 2 computes it from published young-earth founder sizes rather than dismissing it. Bromham's loss slope, applied to lineages growing from Osgood's or Carter and Hardy's numbers, gives a mean multiplier of 1.5 to 2.0, which halves the Masoretic gap and closes the single-rate Septuagint gap. Three limits remain. Bromham found no population effect on total change and no improvement from modelling founder effects; the effect is front-loaded and vanishes once a lineage reaches tens of thousands, which the Hittite, Mitanni and Mycenaean states did centuries before their texts; and the Masoretic gap with rate variation stays at 1.6 to 2.3 even in the central case. Bergsland and Vogt's Icelandic is the standing warning that isolation can also freeze a language.
"The Septuagint date fits. Why insist on the Masoretic?" This article does not insist. Under the Septuagint's 2767 BC the single-rate gap for Hittite and Vedic is 1.53, and with Duursma's faster loss in small groups, computed here from published founder sizes, it closes. The young-earth reader who takes the longer chronology, or Morris's gap allowance, has a tenable position on the language dates. The cost is that the longer chronology is a textual decision argued in the Old Testament text and chronology, and the writers who print 2242 BC have not taken it.
"Creoles form in a century. Post-Babel contact could have scrambled vocabularies beyond recognition." Creoles keep most of their lexifier's basic vocabulary. Tok Pisin keeps 146 of 200 English items after a century; Ma'a keeps most of its Cushitic basic vocabulary under a Bantu grammar. Creolisation makes a language that looks like a relative of its source, not an unrelated family. To erase a relationship this way, every family would need repeated creolisations with lexifiers from somewhere else, and that vocabulary would still be traceable to its source. No young-earth writer proposes it.
"Austronesian fits a post-Babel origin on your own test. Why is that not the headline?" It is reported as a point for the young-earth side, and it is. The reason it is not the headline is that Austronesian has no Bronze Age texts, so the test has far less power: every lineage gets the full time since Babel, and the single-rate fit at the fastest Polynesian rate is a floor on a family whose root the Bayesian analyses put at 5,100 to 5,200 years. What Austronesian shows is that lexicostatistics on modern lists cannot exclude a young family at that depth. What Indo-European shows is that it can, when the texts are old enough.
Issues and unanswered questions
- No historian's citation for each attestation date in the computation. The tip dates are IE-CoR's own, with standard handbook anchors. A verifier should pin Hittite 1450 BC, Mycenaean 1350 BC and Early Vedic 1300 BC to a primary chronological source each.
- Sino-Tibetan was not run. The constant-rate test covers Indo-European in depth and Austronesian at the root. A run on a Sino-Tibetan cognate database with the oracle-bone Chinese as the old tip would show whether the 2.45 factor is an Indo-European peculiarity.
- Creole cognacy rests on one textbook exercise. Crowley's 146 of 200 for Tok Pisin is given without a source for the count. A primary Swadesh-list count for a creole against its lexifier, and for a mixed language such as Ma'a or Michif, would settle route (d) with numbers rather than one datum.
- Bromham's slope is thin. One significant population measure of three, for loss only, over ten Polynesian pairs. A replication on Indo-European or Bantu, where population histories are better known, would test whether the population escape route holds outside Polynesia.
Issues that bear on more than one of these articles, among them the unread source behind the Muyuw figure and which young-earth model is being tested, are listed in the parent, Language Families and the Tower of Babel.
Verdict
Languages diversify fast. Oller is right that dialects become mutually unintelligible within about a thousand years, and in 1,000 to 2,200 years one attested language becomes a group of related languages. But cognate retention, which decides whether a family can be recognised, decays slowly, and no documented case turned one language into unrelated families in that time.
Under a Masoretic Babel the Bronze Age texts require every Indo-European lineage to have changed 2.45 times faster than the fastest lineage recorded over a millennium, and 3.5 to 4.8 times faster once rate variation among meanings is counted, for the eight to nine centuries before Hittite and Vedic were written. Faster loss in small founder groups, the one escape route a young-earth writer proposes, halves that gap when computed from the movement's own founder sizes. It does not close the gap with rate variation unless every favourable assumption is taken at once. The Septuagint date with the same founder groups comes within reach of the data, and with Habermehl's lowered Late Bronze Age, applied here to the texts though she does not apply it herself, it fits even with rate variation. Morris's gap allowance at a thousand years leaves Hittite and Vedic just short at a single rate, 1.07, and only its far end, five thousand years, fits with no change to the rates. Austronesian, with no Bronze Age texts, fits a post-Babel origin at the fastest Polynesian rate, and that is a real point for the young-earth side.
So the honest young-earth position on the language evidence takes the longer chronology, or Morris's gap. It says plainly that Indo-European needs a burst of early change, in founder groups whose later states were not small, that no document records.
Companion pages
- The code and data: the divergence-time computation, with its outputs in research/data/.
- The literature: every source consulted, what it measured, and which way it cuts.
- Quotations: the best statements by linguists and by young-earth writers, with locators.
- Quarantine: quotations and attributions held back, and why.
- Language Families and the Tower of Babel: the young-earth model in its own words, the count of families, and the verdict on every test.
- Did Language Begin Once?: the comparative method's horizon, Proto-World and the macro-families, and the phoneme gradient.
- How Old Are the Language Families?: the dated family trees, and the languages written down before each Babel date.
Sources
- 1.
Lees, Robert B. “The basis of glottochronology.” Language 29:113–127. 1953. The paper that fixed glottochronology's rate. It counts cognates on a 215-word list between 13 documented ancestor-and-descendant pairs and finds that about 81% of basic words survive a millennium, with a range of 76% to 85%. Lees himself concedes that a constant rate is false if word classes decay at different speeds, and his German-English test date comes out centuries late.
- 1a.
Page 118: “1. Old English of 900-1000 A.D. : Modern English; 209 words, 160 cognates (76.6) … 5. Middle Egyptian of 2100-1700 B.C. : Coptic of 300 A.D.; 200 words, 106 cognates (53.0) … 8. Ancient Classical Chinese of 950 A.D. : Modern Mandarin; 210 words, 167 cognates (79.6) … 9. Old Norse of 800-1050 A.D. : Modern Swedish; 207 words, 176 cognates (85.0)”. Four of the thirteen calibration pairs, with the per cent of cognates kept. ↩
- 1b.
Page 113: “Thirteen sets of data, presented in partial justification of these assumptions, serve as a basis for calculating a universal constant to express the average rate of retention k of the basic-root-morphemes: k = 0.8048 ± 0.0176 per millennium, with a confidence limit of 90%.” ↩
- 1c.
Page 119: “We take this to mean that on the average about 81% of the basic-root-morphemes of a language will survive as cognates after 1000 years, for all languages, at all times.” ↩ ↩
- 1d.
Page 119: “The obtained values of k … range from 0.760 for Coptic : Egyptian up to 0.854 for both German : Old High German and Swedish : Old Norse, with a standard-deviation of 0.0342.” ↩ ↩
- 1e.
Page 122: “Perhaps the only language for which this could be done is Assyro-Babylonian, which covers about 5000 years of written records. But it is difficult to obtain word lists by the chosen method from existing Assyriological materials, and the author has not yet been able to assemble the necessary data.” ↩
- 1f.
Page 122: “Counting 1,236 years back from 1952, we would predict that German and English began to diverge in basic-root-morpheme inventory about 716 A.D. But since the Germanic invasions of Britain began about 449 … our estimate would seem to be too late”. ↩
- 1g.
Page 127: “If there are classes of basic-root-morphemes which decay at different rates, the assumption of a temporally constant k for our word list … is clearly false. Through a given time period, as the more resistant classes survive the less resistant, their concentration in the sample will increase, and the value of k will rise.” ↩
- 1a.
- 2.
Bergsland, Knut, and Hans Vogt. “On the validity of glottochronology.” Current Anthropology 3(2):115–153. 1962. The classic test of glottochronology on documented lineages, published with comments and a reply. Icelandic keeps 97% to 100% of its basic words over 750 years and Georgian and Armenian keep 87% to 98% a millennium, while East Greenlandic, in a group of about 400 people with a name taboo, changed several times faster than the constant. The authors conclude that the rate is not constant.
- 2a.
Page 120: “For Old Norse of the early 13th century to Modern Icelandic (rural), the retention rates are, in the 215-item test list, 97.19%; in the 200-item list 97.9%; and in the 100-item list 100%.” ↩ ↩
- 2b.
Page 125: “The ridiculously recent dates obtained by the glottochronological method cannot be due to mutual influence in later periods or to convergence … but are simply due to the high retention rate of Modern Icelandic.” ↩
- 2c.
Pages 125–126: “the retention rates per millennium … vary, with the choice of scoring-procedure One or Two, between 89% and 87% for the 215-item list, between 90% and 88.7% for the 200-item list and between 97.2% and 95% for the 100-item list—assuming a time depth of 1,500 years.” ↩
- 2d.
Page 126: “between 94.1% and 89.7% for the 215-item list, between 94.1% and 89% for the 200-item list, and between 97.8% and 94.6% for the 100-item list”. Of Old to Modern Armenian, over the same span as the Georgian. ↩
- 2e.
Page 127: “the separation of East and West Greenlandic must be more recent than the separation of West Greenlandic from the Labrador dialect, which according to the 100-item list is less than 400 lexicostatistic years. Within this shorter span of time, East Greenlandic has deviated from West Greenlandic by 30% more than has the dialect of Labrador.” ↩ ↩
- 2f.
Page 126: Quoting Holm on the Angmagsalik name taboo; the bracket is the authors'. “If the deceased has been called after an animal, an object or a notion, the word for this animal, object or notion is changed. In this way the language undergoes important alterations, as the new designations are adopted by the whole population [about 400 souls at the time].” ↩
- 2g.
Page 125: “Our findings clearly disprove the basic assumption of glottochronology 'that fundamental vocabulary changes at a constant rate.'” ↩
- 2h.
Page 128: “If relative isolation and the small size of the tribe accounts for the low retention rate of East Greenlandic, the same circumstances may account for the high retention rate of Modern Icelandic.” ↩
- 2a.
- 3.
Pagel, Mark et al. “Ultraconserved words point to deep language ancestry across Eurasia.” Proceedings of the National Academy of Sciences 110(21):8471–8476. 2013. A statistical test of the proposed Eurasiatic superfamily, using proto-words for seven families from the Moscow school's etymological database. The meanings that database judges cognate across families are the slow-changing ones within Indo-European, and a dated tree of the seven families comes out about 14,450 years old. Its data and its conclusion were rejected by Heggarty in the same journal. Mirror: PMC
- 3a.
Section Introduction: “most words have about a 50% chance of being replaced by a new noncognate word [a word's linguistic half-life (14, 15)], roughly every 2,000–4,000 y … However, some words, such as the numerals, pronouns, and special adverbs (e.g., I, you, here, how, not, there, what, two, five) are replaced far more slowly, with half-lives of once every 10,000, 20,000 or even more years”. ↩ ↩
- 3a.
- 4.
Bromham, Lindell et al. “Rate of language evolution is affected by population size.” Proceedings of the National Academy of Sciences 112(7):2097–2102. 2015. A comparison of ten pairs of Polynesian sister languages, with speaker populations from 200 to over 360,000, of the rates at which they gain new basic words and lose inherited ones. Smaller populations lose words faster and larger ones gain them faster, so total change does not depend on population. It is the only measured population effect on word loss found, and the basis of this article's founder-population test.
- 4a.
Page 2097: “We demonstrate that larger populations have higher rates of gain of new words whereas smaller populations have higher rates of word loss.” ↩
- 4b.
Page 2099, table 1: Poisson regression slopes on log-log scales, against speaker population: gain +0.29 with a standard error of 0.064, loss -0.12 with a standard error of 0.032, total -0.03 with a standard error of 0.028, not significant. ↩ ↩
- 4c.
Page 2099: “Because gain and loss showed opposing patterns, overall rates of change (gain plus loss) were not significantly related to population size (Table 1 and SI Appendix, Fig. S1).” ↩
- 4d.
Page 2099: “Allowing for a period of population growth does not provide a better fit to the data, nor does accounting for founder effects.” ↩
- 4e.
Page 2099: “these reduced datasets did not have a significantly higher rate of loss in smaller populations”. Of the subsets using pre-contact and in-area population figures. ↩
- 4a.
- 5.
Bromham and colleagues' populations run from 200 to about 360,000 speakers, a factor of 1,800. With a loss slope of 0.12 on log-log scales the loss rate differs across that range by 1,800^0.12 = 2.46, about 2.5. ↩ ↩
- 6.
Thomason, Sarah Grey, and Terrence Kaufman. Language Contact, Creolization, and Genetic Linguistics. University of California Press. 1988. The standard theory of how contact makes new languages: heavy grammatical borrowing, abrupt creoles and pidgins. Its point that matters here is that creoles and mixed languages take most of their basic vocabulary from one source, so on vocabulary they look closely related to it, not unrelated.
- 6a.
Page 212: “creoles of both types will not have the bulk of their grammatical structures derived from a single source language. Most languages of all three nongenetic types will derive most of their basic vocabulary from a single source.” ↩ ↩
- 6b.
Page 104: “has perhaps 50 percent Cushitic vocabulary (including most of the basic vocabulary) and a few Cushitic structural features, while its remaining vocabulary, together with almost all its grammar, is of Bantu origin, in fact borrowed from Bantu.” Of Ma'a, a mixed language of Tanzania. ↩
- 6c.
Page 204: “A particularly subtle trap is that after a few hundred years with no documentation, a language like this might look like a distant relative of its lexical source language—that is, one that has undergone great changes in all grammatical subsystems and in lexicon as well.” ↩
- 6a.
- 7.
calibrate-ie.ts on IE-CoR31, with the attestation dates and their textual anchors in ie-dates.ts; the full table, 113 rows, is ie-calibrations.tsv. For a documented ancestor and descendant that share a fraction S of their meanings over t millennia, the retention per lineage per millennium is r = S^(1/t). The 59 strict pairs, where the old language is the recorded ancestor, give, with loans counted as replacements: fastest on any interval 0.556, Middle Cornish of 1300 to Late Cornish of 1700; fastest on an interval of a millennium or more 0.694, New Testament Koine of AD 100 to Cypriot Greek, with Old English to English at 0.695; 10th percentile 0.705; median 0.779; 75th percentile 0.802; slowest 0.894, Old Czech to Czech. With loans set aside as missing: fastest 0.726, median 0.821, slowest 0.919. Pairs whose old end is a close sister of the true ancestor, such as Old Icelandic to Norwegian, are kept out of the strict set, because they include extra divergence and so would make the rates look faster. ↩ ↩ ↩ ↩
- 8.
The code, dyen-validate.ts, reads Dyen's raw file IE-DATA133 and recomputes the 13 percentages printed in the 1992 monograph on pp. 51 and 86. It uses Dyen's rule that a meaning is shared when any form in one list shares a cognate class with any form in the other, and it drops from the count a meaning whose only link is a doubtful one. Eleven match to the printed decimal: Macedonian and Bulgarian 83.5, Latvian and Bulgarian 30.6, Macedonian and Danish 27.1, Bulgarian and Danish 24.0, Latvian and the two Lithuanian lists 61.3 and 56.1, Upper Lusatian and Faroese 19.9, Icelandic and Faroese 92.2, Danish and Swedish 87.4, Danish and Riksmål 85.4, and two Swedish lists 92.5. Two miss: Latvian and Faroese 17.6 against a printed 17.5, and two Swedish lists 91.5 against 91.0, on a file revised five years after the book. Counting doubtful links as non-cognate instead gives 82.2 for Macedonian and Bulgarian, so the denominator rule is the one Dyen used. As a check that the test can fail, 30% of the forms were reassigned at random to classes of their own, which should cut each shared fraction to about 0.7 x 0.7 = 0.49 of its value. It did: 83.5 fell to 42.1, 92.2 to 49.0, 87.4 to 40.4 and 30.6 to 13.7. ↩ ↩ ↩
- 9.
Hittite, dated 1450 BC, and Early Vedic, 1300 BC, share S = 0.212 of 132 meanings. At the fastest millennium-scale rate, r = 0.694, L = ln 0.212 / ln 0.694 = 4.25 millennia, and the common ancestor sits at (-1450 - 1300 - 4250) / 2 = -3500, that is 3500 BC, with a bootstrap range of 3118 to 3961 BC. At the Cornish rate, 0.556, it is 2695 BC; at the median, 0.779, 4486 BC; at the slowest, 0.894, 8322 BC. With loans set aside as missing and the matching fastest rate, 0.726, it is 3777 BC. The modern comparisons, from the same code: Spanish and Russian 21.8%, English and Latin 21.8%, Attic Greek and Latin 26.5%, Lithuanian and Russian 35.3%. ↩ ↩ ↩
- 10.
If Indo-European began at Babel in year TB, two lineages attested in years dX and dY have had Lb = (dX - TB) + (dY - TB) years. The speed-up k is the lineage length the stated rate needs to produce the observed S, divided by Lb; below 1 the pair fits. For Hittite and Vedic under a Babel at 2242 BC, Lb = 792 + 942 = 1,734 years. At the fastest millennium rate the needed length is 4.25 millennia, so k = 4.25 / 1.734 = 2.45; at the Cornish rate it is ln 0.212 / ln 0.556 = 2.64 millennia, k = 1.52. For the gamma columns the needed length is beta x (S^(-1/alpha) - 1), with the fitted shape alpha and scale beta, divided by a factor that makes the gamma model reproduce the faster of the two fastest millennium-scale calibrations: on the disjoint fit 10.53 / (1.757 x 1.734) = 3.45, and on the all-pairs fit 4.80. Under the Septuagint's 2767 BC, Lb = 2,784 years and the factors are 0.95, 1.53, 2.15 and 2.99. Code babel-ie.ts; output ie-babel-speedup.tsv. ↩ ↩
- 11.
Oller, John W. Jr. “More Than PIE.” Answers 3(2). 2008. An article in Answers in Genesis's Babel issue by a professional linguist, the most credentialed young-earth writer on the subject. It gives 6,912 languages in 94 families from the 2005 Ethnologue, holds that Babel made radically distinct languages and that 4,000 years suffice for today's diversity, and predicts that the count of families will never fall below the Genesis 10 names.
- 11a.
Section Babel—Key to Unlocking Language Families: “The rate of change of known subgroups—notably those based on Latin, Sanskrit, Greek, and the Germanic and Slavic languages—shows that the whole number of languages in the world today could easily have been produced within a space of 4,000 years.” ↩ ↩
- 11b.
Section Footnotes, note 4: “In fact, the time of the breakup of PIE is much disputed and, like the history of other language families, unknown. However, we know that the split of Latin into the various Roman-based (Romance or Latin-based) languages occurred quite rapidly, as did the split of all the Slavic and Germanic languages. Language change can be so dramatic and so fast that dialects that lose contact with each other can become mutually unintelligible within about 1,000 years.” ↩
- 11a.
- 12.
Duursma, K. J. “The Tower of Babel account affirmed by linguistics.” Journal of Creation 16(3):27–31. Dec 2002. The fullest young-earth linguistic case found. It takes about twenty families from the lumpers' classification, holds that Babel was a miracle making about a dozen languages, and uses glottochronology's rate to set a 10,000-year horizon on reconstruction. It is also the only young-earth source found that proposes faster word loss in isolated post-Babel groups.
- 12a.
Section Language families: “If the percentage of word loss described above is correct, we expect to see many similarities, still, between all languages in each family after only 5,000 years since Babel. However, the absence of any contact between languages in one family, over such a period, could result in greater word loss … Also, some languages have a much quicker word loss, for cultural reasons.” ↩ ↩
- 12a.
- 13.
This is the article's construction from young-earth inputs; no young-earth writer has made it. The inputs: people at Babel, about 25,000 from Osgood or 1,000 from Carter and Hardy; Babel languages, about a dozen from Duursma or at least 78 from Hodge; founders per lineage = people / languages / 2, because splitting Proto-Indo-European in two at Babel gives the root pair the most time, which gives 6.4, 160, 1,042 or 1,667. Bromham and colleagues' loss slope, b = 0.12, makes the loss rate at population N, relative to a calibration lineage at Nc, (N / Nc)^-b; the upper 95% bound, 0.184, was also run. Each lineage grows exponentially from N0 at Babel to Na at its texts, with Na of 10,000, 100,000 or a million and Nc of 100,000, 360,000 or a million, and the multiplier is capped at Bromham's smallest population, 200. For exponential growth over T years the effective length is (N0/Nc)^-b x T x (1 - (Na/N0)^-b) / (b ln(Na/N0)), and the code checks this closed form against numerical integration to one part in a million. The central case, Na = 100,000 and Nc = 360,000, gives a mean multiplier of 1.76 for 160 founders, 1.99 for 6.4 and 1.55 for 1,042. Hittite and Vedic then need, under the Masoretic date, 2.45 / 1.76 = 1.39 at one rate and 1.97 with gamma; under the Septuagint, 0.87 and 1.22; with the 550-year shift under the Masoretic date, 0.85 and 1.20, and under the Septuagint 0.62 and 0.88. If 21% of divergence comes in bursts at splits, the time-dependent part falls by up to a factor of 0.79, giving 1.10 and 1.56 for the Masoretic case and 0.69 and 0.96 for the Septuagint. Over all the scale assumptions, with 160 founders, the Masoretic date and b = 0.12, the residual runs 1.09 to 1.83 at one rate and 1.54 to 2.58 with gamma, and at b = 0.184, 0.70 to 1.51 and 0.99 to 2.13; holding every lineage at 160 people for the whole interval gives 0.86 to 1.13 and 1.21 to 1.60. Code babel-ie.ts; output ie-babel-popgrowth.tsv, 5,040 rows. ↩ ↩ ↩ ↩
- 14.
Habermehl, Anne. “Synchronization of the Biblical and Egyptian Timelines.” Answers Research Journal 16:561–576. 2023. A young-earth revision of Egyptian chronology in Answers in Genesis's research journal, which holds the biblical timeline fixed and compresses the Egyptian one to fit, lowering the New Kingdom and the Late Bronze Age by about 450 to 550 years. It is the published young-earth scale for moving Bronze Age dates later; it does not discuss language.
- 14a.
Section 5, last paragraph, before section 6: “That clearly crowds the first millennium greatly, and raises the question how we can possibly fit about 800 secular years into about 300 biblical years before the point at which the two timelines must merge around 600 B.C.” Her synchronised timeline puts Solomon and Thutmose III at about 1000 BC, against the standard 1470 BC, and identifies the Bronze Age collapse, standardly of the twelfth century BC, with Jeremiah 25 at about 600 BC. ↩ ↩
- 14a.
- 15.
Morris, Henry M. The Genesis Record: A Scientific and Devotional Commentary on the Book of Beginnings. Creation-Life and Baker. 1976. The founding young-earth commentary on Genesis. It treats the confusion of tongues as a miracle that made new phonologies, ties their number loosely to the seventy nations of Genesis 10, and dates the dispersion to about 2358 BC while allowing that gaps in Genesis 11 could add a thousand years or more. It cites no linguist.
- 16.
This is the article's computation; Morris did not apply his gaps to language. With Babel at Morris's 2358 BC plus 1,000 years, 3358 BC, the Hittite (1450 BC) and Vedic (1300 BC) lineages have Lb = 1,908 + 2,058 = 3,966 years. The lineage lengths needed to produce S = 0.212 are 2.64 millennia at the Cornish rate, 4.25 at the fastest millennium rate, 5.99 on the disjoint gamma fit and 8.32 on the all-pairs fit, so k = 0.67, 1.07, 1.51 and 2.10. At 2358 + 5,000 = 7358 BC, Lb = 11,966 years and k = 0.22, 0.36, 0.50 and 0.70. Same formulas as babel-ie.ts. ↩ ↩
- 17.
abvd.ts on the ABVD32; output abvd-results.tsv. Calibration: the 28 sister pairs among eight East Polynesian lists, dated AD 1950, with each split put at AD 1250, the later settlement bound, so that each lineage has run 0.7 millennia and the rates come out as fast as possible. The fastest pair, Tahitian and Marquesan, shares S = 0.575, so r = 0.575^(1/1.4) = 0.673; the median of the 28 is 0.795. Root: in Glottolog 5.3, Atayalic and Malayo-Polynesian are both primary branches of Austronesian, and the 56 Atayalic and Malayo-Polynesian pairs have a median S of 0.098. At the fastest rate the two lineages need ln 0.098 / ln 0.673 = 5.9 millennia, which puts Proto-Austronesian at about 990 BC; a Masoretic Babel allows 2 x (1950 + 2242) = 8,384 years, so k = 0.70. At the median rate it is 10.1 millennia, 3110 BC, k = 1.21. With the gamma correction it is 4140 BC on the disjoint shape and 10550 BC on the all-pairs shape. Three 18th-century lists from Cook's first voyage, which give absurd rates of 0.03 to 0.22 a millennium against the modern lists of the same languages, were excluded as list noise. ↩ ↩ ↩ ↩
- 18.
Swadesh, Morris. “Towards greater accuracy in lexicostatistic dating.” International Journal of American Linguistics 21(2):121–137. 1955. The inventor of lexicostatistics replaces the 200-word list with the 100-word list, because the old list mixed words of very different stability. Re-scoring seven of Lees's pairs, he finds the new list keeps about 86% a millennium, and he drops the fast Coptic case as an artefact of hidden dialect divergence.
- 18a.
Page 126: “If the lexicostatistic test list is to be valid for different magnitudes of time depth, it has to be made up of elements having approximately the same likelihood to persist. To the extent that this condition is not met, there will be a tendency for the less persistent items to be lost early, thereby leaving a residual list of gradually increasing durability until the retention rate reaches a maximum definitely above the initial rate.” ↩
- 18b.
Page 127: “It will be seen in the further discussion that the new test list has a higher retention rate than the old, approximately 86%, in place of approximately 81% per thousand years.” ↩
- 18c.
Page 129: “if we evaluate the cognate percentage in the light of the average retention rate derived from other examples, we find that Egyptian and pre-Coptic of 1700 B.C. must already have been divergent at that time by the equivalent of ten centuries of independent development. … For the purposes of the present study, we eliminate Coptic.” Page 131: “Even Coptic, with the low apparent retention of 74.9% (correcting a small arithmetic error in Lees' paper, pointed out by Louis Cote and Albert Reid), which we believe may be due to hidden divergence, would accommodate to the other figures without greatly increasing the standard deviation.” ↩
- 18d.
Page 129: “His rate for Swedish is 79.7% instead of 85.4%, for German 82.0% in place of 85.4%, for English 67.8% or 74.8% instead of 76.6%.” Swadesh reporting Walter Arndt's independent re-scoring of the Germanic cases. ↩
- 18a.
- 19.
Pagel, Mark et al. “Frequency of word-use predicts rates of lexical evolution throughout Indo-European history.” Nature 449:717–720. 2007. An estimate of a separate replacement rate for each of 200 meanings across 87 Indo-European languages. How often a word is used today predicts about half the variation: frequent words such as numerals and pronouns change slowly, rare words fast.
- 19a.
Section Abstract: “Across all 200 meanings, frequently used words evolve at slower rates and infrequently used words evolve more rapidly. This relationship holds separately and identically across parts of speech for each of the four language corpora, and accounts for approximately 50% of the variation in historical rates of lexical replacement.” ↩
- 19a.
- 20.
Greenhill, Simon J. et al. “Evolutionary dynamics of language systems.” Proceedings of the National Academy of Sciences 114(42):E8822–E8829. 2017. A Bayesian sorting of 1,195 basic-vocabulary cognate sets and 157 grammatical features in 81 Austronesian languages into slow, medium and fast rate classes. Basic vocabulary is the slowest part of language, grammar changes about five times faster, and about 29% of lexical change comes in bursts when new languages form. Mirror: PMC
- 20a.
Section Results, Rates Comparison: “The basic vocabulary changed at a median rate of 1.48e-05 (SD = 4.00e-05), while the grammatical features changed at a faster median rate of 7.93e-05 (SD = 5.74e-05).” ↩
- 20b.
Section Results: “for the lexicon, the proportions are 982 of 1,195 (82.18%), 139 of 1,195 (11.63%), and 74 of 1,195 (6.19%)”. The slow, medium and fast classes, in that order. ↩
- 20c.
Section Results, Schismogenesis: “The amount of evolution in the lexical data attributable to punctuational effects was almost twice that of the structural data (29.10%, SD = 3.1 vs. 15.15% SD = 4.0).” ↩
- 20a.
- 21.
Atkinson, Quentin D. et al. “Languages evolve in punctuational bursts.” Science 319(5863):588. 2008. A test on Bantu, Indo-European and Austronesian lexical trees of whether divergence grows with the number of splits along a lineage. It does: 10% to 33% of basic-vocabulary divergence happens in bursts at language splits, 21% for Indo-European, so that part of change is tied to the number of splits, not to elapsed time.
- 21a.
Page 588: “punctuational bursts of change at the time of language splitting are an important and general process in language evolution and account for 10 to 33% of the total divergence among these languages in their fundamental vocabularies.” ↩
- 21b.
Page 588: “31% of vocabulary differences among Bantu language speakers arose at or around the time of language-splitting events, 21% among Indo-European languages, and 9.5% in Austronesian”. ↩
- 21a.
- 22.
Nettle, Daniel. “Is the rate of linguistic change constant?” Lingua 108:119–136. 1999. A computer simulation, not data, of how fast a linguistic variant changes in communities of different sizes. Change is much faster below about 200 to 250 people and levels off above a few hundred, and the author cautions that other assumptions could give other results.
- 22a.
Page 125: “It is clear that the rate of change declines with community size: in particular, the rate is much faster with communities of less than 200-250 members. Thereafter there is no further decline in the rate; it asymptotes at a small but nonzero value.” ↩
- 22b.
Page 130: “it is quite possible that there are other sets of computational procedures and assumptions which would produce different results.” ↩
- 22c.
Page 134: “Lithgow (1973) finds a massive rate of lexical replacement (13%, which should take 685 years according to the glottochronological clock of Lees, 1953) and grammatical change over just 50 years in the language Muyuw, spoken on Woodlark island off New Guinea. Muyuw has just three thousand speakers”. ↩
- 22a.
- 23.
Taylor, Charles V. “What happened at Babel?” Creation 6(2):20–23. Nov 1983. A popular article by a young-earth linguist that weighs four ways God might have confused language at Babel and prefers a temporary imposed deafness. It doubts that God created new languages, which sets it apart from every other young-earth writer here.
- 23a.
Section Opening, before the first heading: “Rapid change goes so very much against the popular language theory that small societies change their speech form more slowly than large ones.” ↩
- 23a.
- 24.
The World's Major Languages. Croom Helm and Oxford University Press. Edited by Bernard Comrie. 1987. A standard handbook with a chapter on each major language by a specialist. The chapters used here, R. G. G. Coleman on Latin, Alan S. Kaye on Arabic and Ross Clark on Austronesian, state when each daughter group began and how diverse it is now.
- 24a.
Page 181: “by the ninth century AD written Latin and the diverse spoken forms of Latin had ceased to be registers of one language … but were now quite separate, if closely related, languages. Caesar and Livy would have recognised the Latin of Nithard's Historiae as a form of their own language; they would have found his citations of the Strassburg oaths as baffling in the romana lingua as in the teudisca.” From Coleman's chapter on Latin and the Italic languages. ↩
- 24b.
Page 667: “the differences between many colloquials and the classical language are so great that a fallah who had never been to school could hardly understand more than a few scattered words and expressions in it without great difficulty.” From Kaye's chapter on Arabic. ↩
- 24c.
Page 664: “due to its isolation from the rest of the so-called Arab world, developed into a new Semitic language in its own right”. Kaye on Maltese. ↩
- 24a.
- 25.
Norman, Jerry. “Chinese.” Cambridge Language Surveys. Cambridge University Press. 1988. A survey of the Chinese language and its dialects by a specialist in Chinese dialectology. It treats the Sinitic varieties as a family as diverse as Romance, rooted in the Qin-Han expansion about 2,200 years ago, so it measures what two millennia do to one language.
- 25a.
Page 187: “To the historical linguist Chinese is rather more like a language family than a single language made up of a number of regional forms. The Chinese dialectal complex is in many ways analogous to the Romance language family in Europe … To take an extreme example, there is probably as much difference between the dialects of Peking and Chaozhou as there is between Italian and French; the Hainan Min dialects are as different from the Xian dialect as Spanish is from Rumanian.” ↩
- 25a.
- 26.
Adelaar, Alexander. “A linguist's perspective on the settlement history of Madagascar.” NUSA 61:69–88. 2016. A review by the leading specialist on the Bornean origin of Malagasy, separating early Indian Ocean contacts from the migration of Southeast Barito speakers and the settlement of Madagascar, most probably in the 8th century AD. After about 1,300 years the dialects are still relatively homogeneous.
- 26a.
Page 79: “Linguistically, the dialects of Malagasy are also relatively homogeneous. At any rate, they are not divergent enough to warrant speculations of being the historical outcome of the encounter of groups speaking languages as different as SEB and Bantu on the island of Madagascar in the last millennium and a half.” ↩
- 26b.
Page 71: “a. The earliest contacts between East Africa and ISEA (at least 2300 BP) b. The migrations of Southeast Barito speakers from Borneo to East Africa (most probably 7th century CE) and the subsequent settlement of Madagascar (most probably 8th century CE)”. ↩
- 26a.
- 27.
Hammarström, Harald. “Linguistic diversity and language evolution.” Journal of Language Evolution 1(1):19–29. 2016. A review by the editor of Glottolog that counts 424 families including isolates and tabulates them by continent. It explains why the comparative method cannot see past about 10,000 years and notes that the density of families does not follow the age of settlement: South America is as diverse as New Guinea, and Africa much less so.
- 27a.
Page 21: “If a language is left alone it would take approximately 1,000 years for it to reach unintelligibility with its former self.” ↩
- 27a.
- 28.
Two lineages separated for 4,250 years run 8.5 millennia between them. At r = 0.694 they share 0.694^8.5 = 0.045, about 4.5% of a basic list; at r = 0.779 they share 0.779^8.5 = 0.12. Nichols puts the floor at which shared cognates can be told from chance at about 7%.44 ↩
- 29.
Crowley, Terry. An Introduction to Historical Linguistics. Oxford University Press. 2nd edition. 1992. A standard textbook of historical linguistics, and the one Duursma cites for the rate of word loss. It states the comparative method's horizon and gives a real case of fast lexical change in a creole.
- 29a.
Page 190, exercise 8: “The historical record shows that Tok Pisin in Papua New Guinea emerged as a separate language from English in the second half of the nineteenth century. A count of shared cognates in the basic vocabularies of Tok Pisin and English reveals that out of 200 items, the two languages have common sources for 146 items.” ↩
- 29a.
- 30.
Dyen, Isidore et al. “An Indoeuropean Classification: A Lexicostatistical Experiment.” Transactions of the American Philosophical Society 82(5). American Philosophical Society. 1992. A classification of 84 Indo-European speech varieties by the share of cognates on 200-meaning lists, used for subgrouping, not dating. Its printed percentages are the targets on which this article's code was validated, and it argues that meanings differ in rate, so similarity decays like a mixture of radioactive elements rather than one.
- 30a.
Page 7: “different meanings are subject to replacement of their words at different rates, as demonstrated in detail by Dyen, James, and Cole (1967) and Kruskal, Dyen and Black (1973). Second, as a consequence (see, e.g., Van der Merwe [1966]), lexicostatistical percentage does not decay in the simple manner of radioactivity from a single radioelement, as assumed by Swadesh (1952) and many others, so that the usual glottochronological rule for deducing age from lexicostatistical percentage is not valid. Instead, similarity decays in the manner of radioactivity from a mixture of numerous radioelements”. ↩
- 30b.
Page 11: “they present percentages of substantial size with languages that we regard as unrelated … We regard the apparent cognates as pseudo-cognates”. Of creoles and their lexifiers. ↩
- 30c.
Page 11: “Takitaki was mutually unintelligible with English at the moment that its first native speaker came into existence … none of its words are truly cognate with any English words”. ↩
- 30d.
Page 12: “English made a significant contribution to the pidgin from which Takitaki arose and thus gave rise to the large percentage of pseudo-cognates that the two languages exhibit … There is no evidence for creole languages prior to the post-Columbian colonial period”. ↩
- 30e.
Page 51: “the highest percentage of any Baltic or Slavic list with a non-Baltoslavic list is 27.1, between Macedonian and Danish, while the smallest percentage between any two Baltoslavic lists is 30.6, between Latvian and Bulgarian. … (1) Macedonian's highest percentage is 83.5 with Bulgarian, … but Bulgarian scores only 24.0% with Danish”. ↩
- 30f.
Page 86: “Icelandic ST 92.2 (2.2.1.2.2.2, Faroese)”. “Swedish List 87.4 (2.2.1.2.1.2, Danish)”. Two of the appendix percentages used as validation targets. ↩
- 30a.
- 31.
Heggarty, Paul et al. IE-CoR: Indo-European Cognate Relationships database, CLDF release. 2023. The dataset behind Heggarty and colleagues' 2023 dating: 160 languages, 170 meanings and 25,741 cognate judgements by specialists, with 52 ancient languages dated by their texts and 1,036 cognate sets flagged as loans. It is the database this article's divergence-time test measures. ↩ ↩
- 32.
Greenhill, Simon J. et al. Austronesian Basic Vocabulary Database, CLDF release. 2020. The largest comparative word-list database for one family, 2,040 word lists over 210 meanings, with cognate judgements. It is the database for this article's Austronesian test. ↩ ↩
- 33.
Dyen, Isidore et al. Comparative Indoeuropean Database, File IE-DATA1. Linguistic Data Consortium. 1997. The raw cognation classes behind Dyen, Kruskal and Black's 1992 monograph, 200 meanings by 95 word lists. This article's code was run on it to check that it reproduces the monograph's printed percentages. ↩
- 33a.
Section 3a: “The cognation level between forms for meaning m in lists A and B is the HIGHEST degree of cognation judged between ANY of the meaning m forms from list A and ANY of the meaning m forms from list B.” “since the English ST word FRUIT and French word FRUIT are known to be related by borrowing, they have been assigned different CCN's”. ↩
- 33a.
- 34.
Mycenaean Greek, dated 1350 BC, and Attic, 400 BC, share S = 0.872 of 47 meanings. At r = 0.694 the two lineages together run L = ln 0.872 / ln 0.694 = 0.375 millennia, so their common ancestor sits at (-1350 - 400 - 375) / 2 = -1062, that is 1062 BC, with a bootstrap range over meanings of 935 to 1203 BC. The same rate puts the common ancestor of Latin and Oscan at 546 BC and of Gaulish and Old Irish at 275 BC. From ie-implied-ages.tsv. ↩
- 35.
If each lineage keeps a fraction r of its basic meanings per millennium, two languages whose lineages together run L millennia since their common ancestor share S = r^L, so L = ln S / ln r. If one is attested in year dX and the other in year dY, with years BC negative, and they split in year T, the two lineages run (dX - T) + (dY - T) years, so 1000 L = dX + dY - 2T and T = (dX + dY - 1000 L) / 2. The code is infer-ie.ts, and its output, ie-implied-ages.tsv, gives all 171 pairs of 20 early languages with bootstrap intervals from 1,000 resamples of the meanings. ↩
- 36.
Suppose each meaning m is replaced at random at its own constant rate, lambda_m, independently of the others, and a lost cognate never returns. Then the expected shared fraction after a total lineage length L is S(L) = E[exp(-lambda L)], the average over meanings, and ln S(L) is the cumulant generating function of -lambda evaluated at L. That function is convex and is 0 at L = 0, and for any convex f with f(0) = 0 the ratio f(L) / L never decreases as L grows. So the effective rate, -ln S(L) / L, can only fall with depth, and strictly falls unless every meaning has the same rate. A rate calibrated over the last 2,450 years is therefore at least as fast as the true effective rate over a longer span, and a time computed with it is no longer than the true time. Chance resemblances and undetected borrowing would strengthen this bound; deep cognates missed by the coders would weaken it, and that effect cannot be priced from the data. ↩
- 37.
Fitted by maximum likelihood with heterogeneity-ie.ts; output in ie-heterogeneity.txt. On all 59 strict pairs a single rate gives 0.259 per millennium, r = 0.772, and a gamma distribution of rates among meanings gives shape 0.785 and scale 2.33 millennia; the likelihood-ratio statistic, twice the gain in log-likelihood, is 2,222 on one degree of freedom. On the 23 disjoint lineage segments, which avoid counting the shared Latin-to-Proto-Romance stretch sixteen times, the single rate is 0.243, r = 0.784, the gamma has shape 1.415 and scale 5.28, and the likelihood-ratio statistic is 208. Both reject a single rate overwhelmingly. On the disjoint fit the per-meaning rates run from 0 for 19 meanings never replaced in any dated segment, through a median of 0.18, to 1.45 per millennium. At the Hittite and Vedic level of similarity, S = 0.212, rate variation multiplies the required time by 1.65 on the disjoint fit and 2.42 on the all-pairs fit; at the fastest rate with the disjoint correction the two lineages need 7.01 millennia, which puts their common ancestor at about 4880 BC instead of 3500 BC. The corrected figures depend on the assumed shape of the slow tail beyond the 2,450-year calibration range, so they are estimates, while the uncorrected ones are floors. ↩
- 38.
Osgood, A. J. M. “A Better Model for the Stone Age, Part 2.” Journal of Creation. 1988. A young-earth revised chronology of the ancient Near East, which assigns each Mesopotamian and Levantine culture to a nation of Genesis 10 and puts all cultures outside lower Mesopotamia after Babel, about 2200 BC. It estimates the population at Babel from the genealogies, one of two published young-earth figures.
- 38a.
Section Population potential: “then we would see approximately 12,500 male people alive at the time of Babel (excluding deaths from wars and disease) or a total of around 25,000 human beings”. ↩
- 38a.
- 39.
Carter, Robert, and Chris Hardy. “Modelling biblical human population growth.” Journal of Creation 29(1):72–79. 2015. An agent-based computer model by two young-earth writers of how fast the population could have grown from Noah's family. It finds that more than 1,000 people a century after the Flood is possible under some settings and that larger numbers are not likely, and it concedes that the Babel population remains unknown.
- 39a.
Page 76: “If the division of people occurred only 100 years after the Flood, there would not be many people in the world. However, the data behind the growth rates calculated in figure 4 indicate that under some scenarios it is possible to obtain a population size greater than 1,000 individuals in that much time… up to 40,000 individuals with a minimum CBA of 14, although these are not likely scenarios.” ↩
- 39a.
- 40.
S0 = S / r^Lb is the share of basic vocabulary two lineages must already have shared on leaving Babel for the fastest millennium rate, r = 0.6943, to produce the observed S in Lb millennia. For Hittite and Vedic under the Masoretic 2242 BC, Lb = 1.734 and r^Lb = 0.531, so S0 = 0.212 / 0.531 = 0.40; under the Septuagint, Lb = 2.784 and S0 = 0.212 / 0.362 = 0.59. The published young-earth models make each family one Babel language, which fixes S0 = 1. From ie-implied-ages.tsv. ↩
- 41.
The run moves every attestation older than 700 BC later by 550 years, putting Hittite at 900 BC, Luvian and Mycenaean at 800 BC and Vedic at 750 BC, and leaves classical and medieval dates where they are; output ie-implied-ages-shift550.tsv, with the 300-year run in ie-implied-ages-shift300.tsv. For Hittite and Vedic under the Masoretic 2242 BC, Lb becomes 1,342 + 1,492 = 2,834 years and the speed-up at the fastest millennium rate 4.25 / 2.834 = 1.50. In the order Cornish rate, fastest millennium rate, all-pairs gamma, disjoint gamma, the factors are 0.93, 1.50, 2.94 and 2.11 under the Masoretic date and 0.68, 1.09, 2.14 and 1.54 under the Septuagint. The 300-year shift gives 1.13, 1.82, 3.57 and 2.57, and 0.78, 1.26, 2.46 and 1.77. ↩
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With Hittite dated to 1650 BC instead of 1450 BC, the Hittite and Vedic lineages under a Babel at 2242 BC have Lb = 592 + 942 = 1,534 years, and the speed-up at the fastest millennium rate is 4.25 / 1.534 = 2.77. In the order Cornish rate, fastest millennium rate, all-pairs gamma, disjoint gamma, the factors are 1.72, 2.77, 5.43 and 3.91 under the Masoretic date and 1.02, 1.65, 3.22 and 2.32 under the Septuagint. Output ie-implied-ages-hittite1650.tsv and ie-babel-speedup-variants.tsv. ↩
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Wilmshurst, Janet M. et al. “High-precision radiocarbon dating shows recent and rapid initial human colonization of East Polynesia.” Proceedings of the National Academy of Sciences 108(5):1815–1820. 2011. A meta-analysis of 1,434 radiocarbon dates from East Polynesia that keeps only reliable short-lived samples. Settlement came late and in two pulses, all after AD 1000, which gives this article's Polynesian calibration dates that no young-earth chronology disputes. Mirror: PMC
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Page 1815: “In a meta-analysis of 1,434 radiocarbon dates from the region, reliable short-lived samples reveal that the colonization of East Polynesia occurred in two distinct phases: earliest in the Society Islands A.D. ~1025-1120, four centuries later than previously assumed; then after 70-265 y, dispersal continued in one major pulse to all remaining islands A.D. ~1190-1290.” ↩
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Nichols, Johanna. “The Origin and Dispersal of Languages: Linguistic Evidence.” The Origin and Diversification of Language, Memoirs of the California Academy of Sciences 24, 127–170. California Academy of Sciences. Edited by Nina G. Jablonski and Leslie C. Aiello. 1998. A chapter by a leading typologist that defines the "stock" as the oldest grouping the comparative method can prove, puts the oldest stocks at about 6,000 years, and explains that ceiling by vocabulary loss. It then models how fast stocks multiply and finds that one ancestor would need at least 72,000 to 132,000 years to yield the world's stocks. Every input of that model is calibrated on the mainstream ages of known families.
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Page 128: “After 6000 years of separation, two languages are expected to exhibit only 7% shared cognates; and 7% represents the lowest number of resemblant items that can safely be considered distinct from chance … Hence the 6000-year age of the oldest securely reconstructable language families is also the age after which, on binary tests, the incidence of cognates slips below the level of significance.” ↩
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