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Semitic comparison. Oracc tags all Old Akkadian-period administrative names as Sumerian. Akkadian names were separated by fixed spelling markers (i3-li2, puzur4, šu-, -um and others): 1,582 Akkadian and 11,209 Sumerian names, with 12,857 left unclassified. For each language, the 15 signs most enriched in its names were learned on half the texts and checked on the other half. The Akkadian signature reaches an odds ratio of 12.3 in held-out Akkadian names and 1.3 in Sumerian names. The Sumerian signature reaches 70 in Sumerian names and 5.4 in Akkadian names [@biggs1967semitic] [@andersson2012kingship].
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On the archaic names. The Akkadian signature scores 1.76 (1.48–2.06) and the Sumerian one 2.1 (1.49–2.67). Neither is anywhere near native strength, and the names are not more Semitic than Sumerian. Power for Akkadian is low, because its signature is mostly syllabic signs that pre-phonetic names would not use.
Neither a Sumerian nor an Akkadian name signature is present in the Uruk III names at anything like native strength
Odds ratio of each data-driven signature (15 signs) in names against non-name words; held-out Old Akkadian-period names and Uruk III names, 95% intervals for Uruk III
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Archaic Ur in the archaic convention. Hand-marking names in the 394 CDLI sign-name Archaic Ur tablets was impractical: they share only 2 texts with the 89 that Oracc has lemmatized, and matching known names would be circular. Instead, Oracc's 326 Archaic Ur names were converted to the CDLI proto-cuneiform sign names and scored with the identical element list. The odds ratio is 3.82 (2.75–4.89) with the conservative conversion and 5.84 (4.68–7.06) with a declared four-sign crosswalk, against 1.35 (1.09–1.60) for Uruk III.
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Carry-over. In the shared convention, Uruk III names resemble Archaic Ur names (cosine 0.47) more than Archaic Ur ordinary words (0.28). That is far less than Archaic Ur names resemble ED IIIa names (0.73). The shared signs are generic logograms. Naming vocabulary turns over sharply in the roughly 300 years before Archaic Ur [@dahl2025early].