Who Wrote 1 Maccabees? A Computational Analysis
Computer analysis of the Greek text shows a stylistically unified translation consistent with a single translator — and distributions in the phrasal data consistent with composition from two distinct Hebrew source layers of strikingly different literary character.
🔗The Question
1 Maccabees tells the story of the Maccabean revolt against the Seleucid Empire (167–134 BCE), from the persecution under Antiochus IV Epiphanes through the restoration of the temple and the establishment of the Hasmonean dynasty. It is one of the most important historical documents from the Second Temple period.
But is it all by one person? The book contains strikingly different material: battlefield narratives, diplomatic letters to Rome and Sparta, a formal decree honoring Simon, and political correspondence with Antiochus VII. Some scholars have argued that these sections were added later by different hands. Others maintain that a single author compiled the whole book, weaving his own narrative together with documentary sources.
We can now test this computationally. Stylometry (the statistical analysis of writing style) measures patterns that authors produce unconsciously: how often they use common words like "and," "but," "the," and "in." These patterns are remarkably stable within an author's work and remarkably different between authors. By comparing these patterns across sections of 1 Maccabees and against other books from the same period, we can determine whether the text shows one stylistic signature or many.
🔗What We Found
The analysis produced three major findings:
The Greek reads as the work of one translator. The Greek text of 1 Maccabees maintains a unified stylistic signature throughout all sixteen chapters. A rolling analysis that slides a window across the entire book found no point where the macro-level style shifts toward a different hand. Even when tested against Judith, a book so stylistically similar that it is the hardest possible control, every window across all sixteen chapters stays closer to the 1 Maccabees core. This is consistent with a single translator, but not proof of one: the test measures distance to a centroid built from the book's own core, so its ceiling is continuity, not the identity of the person.
But the Hebrew composition tells a different story. Function words measure the translator's habits, his unconscious patterns in Greek. To see the Hebrew author's habits, we need features that survive translation intact. One such feature is the Hebraistic "sons of X" construction (Hebrew בני + category noun), a biblical idiom that the translator rendered literally into Greek; syntactic Hebraisms in this book have been discussed as early as Joüon (1922).11 Counted under a strict rule (υἱοί with a category noun, excluding literal offspring and named clans), the construction appears nine times in chapters 1–9 (2:47; 3:15, 41, 45; 4:2; 6:24; 7:9, 13, 23) and zero times in chapters 10–16. Adjectival constructions ("sons of foreigners," "sons of valor": 1:11; 3:36, 58) bring the count to twelve. A count of nineteen is reachable only by also admitting named gentilics ("sons of Esau," "sons of Ammon"); but that criterion must then explain away 14:29, the priest "of the sons of Joarib" (the identical phrase to 2:1) and the hostage "sons of rulers" at 11:62, both formally parallel to expressions counted in the first half. Under the strict rule and its adjectival extension the break is clean at chapter 10: every category-noun instance in the book sits in chapters 1–9, and the "sons of Israel" formula alone occurs five times in chapters 3–7 and never after. This break, invisible to function-word analysis but plain in the phrasal data, points to a compositional seam in the Hebrew original at the point where Judas Maccabeus dies (chapter 9).
The different sections use different registers, not different voices, at the Greek level. The diplomatic and decree sections (chapters 8, 12:1–23, 14–16) do differ from the narrative core (chapters 2–7, 9–11). A permutation test confirms this difference is statistically real, not random noise, though the null it tests is random allocation of individual words between two bags, so its honest statement is "0 of 1,000 random splits reached the observed distance (p ≈ 0.001, the simulation's resolution limit)." But the words that distinguish these sections are topical — "Roman," "Spartan," "letter," "write," "high priest" — not the kind of function words (pronouns, prepositions, conjunctions) that change when a different translator picks up the pen.
The Greek hints at the author's source languages. The ratio of δέ (de, "but/and") to καί (kai, "and") is used here as a proposed detector for whether a passage was translated from Hebrew or composed in Greek. Hebrew narrative uses paratactic chains ("and... and... and...") which a translator renders as καί, the clause-stringing that the reference grammars identify as the signature of the LXX's Septuagintal style.12 Greek-composed text uses more δέ, a particle that signals contrast or continuation in a way Hebrew does not. The underlying distinction between "Septuagintal" and "non-Septuagintal" style has been explored since Thackeray's studies of LXX translation technique; what is new here is applying the particle ratio section by section across 1 Maccabees. Mapped across the book, the ratio gives a gradient from strongly Hebraizing to strongly Greek register; reading the two ends as translated-from-Hebrew versus composed-in-Greek source histories is this article's proposed interpretation, not a classifier validated against known originals.
🔗The Source-Language Map
The δέ/καί ratio produces a register gradient that this article provisionally interprets as running from Hebrew-translated to Greek-composed text. Displayed as a ratio (δέ occurrences per καί occurrence, counted on the lemma so that the elided form δ᾿ is included), the sections sort into tiers:
| Section | δέ/καί ratio | Source signal |
|---|---|---|
| Core A (ch 2–7) | 0.029 | Hebrew narrative |
| Core B (ch 9–11) | 0.030 | Hebrew narrative |
| Hasmonean decree (ch 14) | 0.041 | low; plausibly through Hebrew |
| Core C (12:24–13:42) | 0.057 | Hebrew with rising Greek influence |
| Roman excursus (ch 8) | 0.062 | intermediate; indeterminate |
| Spartan letters (12:1–23) | 0.068 | Greek correspondence |
| Assassination (ch 16) | 0.084 | Greek court records |
| Antiochus VII (ch 15) | 0.149 | Greek diplomatic archives |
The core narrative chapters (2–7, 9–11) sit at the bottom of the scale: heavily paratactic (using short, chained "and... and... and..." sentences) with almost no δέ, consistent with close translation from a Hebrew Vorlage (source text). This confirms what scholars have long argued on other grounds, that 1 Maccabees was originally composed in Hebrew and survives only in Greek translation.1
The documentary sections separate into two groups, with a third, intermediate position in between. The Hasmonean decree (chapter 14) stays low at 0.041, near the core band, the position expected of material that passed through a Hebrew stage (whether the compiler Hebraized it or it circulated in Hebrew already). The Roman excursus (chapter 8), once the elided form δ᾿ is counted on the lemma, rises to 0.062, above Core C (0.057) and just below the Spartan letters (0.068). With only six δέ tokens in 713 words, one token either way moves chapter 8 across the Core C boundary, so its position between the groups is reported as indeterminate rather than classified with either. (The earlier surface-form count, which read chapter 8 at 0.041, omitted the five elided δ᾿ tokens at 3:60, 8:13 [twice], 14:45, and 15:9; the lemma recount is the correction recorded here.)
At the other end, chapter 15 (Antiochus VII's correspondence) has a δέ/καί ratio five times higher than the core, the pattern expected where the Greek translator preserved diplomatic language more or less as he found it. Chapter 16, the narrative of Simon's assassination, also shows elevated Greek influence, suggesting the compiler drew on Greek-language court records or official chronicles for events near his own time.
The Spartan letters (12:1–23) fall in between, moderate Greek elevation consistent with correspondence that passed through diplomatic channels in Greek.
This gradient is not a flaw in the book's composition. On the interpretation proposed here, it may reflect a Hebrew compiler who absorbed some foreign documents into his own idiom and a Greek translator who rendered the whole into Septuagintal Greek, leaving source-language fingerprints along the way.
🔗Methodology
The analysis follows established computational stylometry methods: Savoy (2020) for distance metrics and vocabulary richness, Eder (2016) for rolling stylometry, and Bolt (2025) for feature adaptation to ancient texts.234 All data comes from the LXX-Rahlfs morphological database, which provides lemmatized word forms and grammatical tags for the entire Septuagint text.
🔗Corpus
The test corpus consists of 1 Maccabees (18,292 words) divided into eleven internal segments based on content type (the eleven segments sum to 18,271 words; the 21 words of 13:53 fall at a segment boundary and are excluded from the per-segment figures). Segment names are shorthand for whole chapters where noted: "Hasmonean decree" covers all of chapter 14, including the narrative 14:1–15 and the Roman/Spartan letter 14:16–24; "Assassination" covers all of chapter 16, including the Cendebaeus campaign of 16:1–10:
| Segment | Chapters | Words |
|---|---|---|
| Core A | 2–7 | 7,116 |
| Core B | 9–11 | 4,792 |
| Core C | 12:24–13:42 | 1,407 |
| Prologue | 1:1–9 | 153 |
| Persecution | 1:10–64 | 909 |
| Simon end | 13:43–52 | 254 |
| Roman excursus | ch 8 | 713 |
| Spartan letters | 12:1–23 | 406 |
| Hasmonean decree | ch 14 | 1,104 |
| Antiochus VII | ch 15 | 859 |
| Assassination | ch 16 | 558 |
Four external control texts calibrate what "different author" looks like in this feature space:
| Text | Words | Role |
|---|---|---|
| 2 Maccabees | 11,917 | Different author, overlapping events |
| Judith | 9,174 | Different author, similar genre |
| Tobit (S) | 7,233 | Different author, different genre |
| 3 Maccabees | 5,110 | Different author, different period |
🔗Feature Set
The analysis uses the top 100 most frequent lemmas (dictionary forms) across the combined corpus. Lemmas rather than surface forms are used because Greek inflection would otherwise split a single word into dozens of variants, diluting the signal.
🔗Distance Metrics
Three complementary distance measures are computed for every pair of texts:
Burrows' Delta (Manhattan distance on z-scored frequency vectors). The standard metric in computational stylometry since Burrows (2002). Each lemma's frequency is converted to a z-score using the corpus-wide mean and standard deviation, then pairwise Manhattan distances are computed. This metric is robust to differences in text length and has been widely applied since its validation on benchmark English corpora.5
Cosine Delta. Measures the angle between frequency vectors rather than their absolute difference. Less sensitive to outlier features; often preferred for shorter texts.
Kullback-Leibler Divergence (symmetric). An information-theoretic measure of how much one probability distribution differs from another. More sensitive to rare features than Delta.
🔗Statistical Tests
Permutation test (1,000 iterations). The 1 Maccabees text is randomly split into two groups of the same size as the narrative core and the documentary sections, and the Delta between the random groups is computed. If the observed Core-vs-Documentary distance is larger than all random splits, the stylistic difference is statistically significant.
Bootstrap cluster stability (1,000 iterations). The feature matrix is resampled with replacement, and Ward's hierarchical clustering is performed on each resample. The percentage of resamples in which the Core segments cluster together measures how robust the Core's unity is.
Fisher's exact test with Bonferroni correction. Tests whether each individual function word differs significantly between the narrative core and the documentary sections, with correction for multiple testing.
Zeta analysis (Savoy 2020, Ch 7). Splits the narrative core and the documentary sections into ~500-word sub-documents and identifies words that consistently appear in one group but not the other. A scramble control (random split of Core into two halves) verifies that the method does not generate false positives.
Rolling stylometry (Eder 2016). A 2,000-word window slides across the entire concatenated text of 1 Maccabees in 500-word steps. Each window's frequency vector is compared to reference centroids (Core, 2 Maccabees, Judith), and the nearest centroid is recorded; the comparison uses mean absolute distance on raw relative frequencies, a Delta-like proximity measure without the per-feature z-scoring of classic Burrows' Delta. This detects authorship transitions within a continuous text.
🔗Results in Detail
🔗Distance Matrix
The cosine delta matrix reveals the internal structure of the corpus:
Core cohesion. Core A and Core B have a cosine delta of 0.656, the lowest pairwise distance in the entire matrix. Core C joins at 0.694 (to Core B) and 0.815 (to Core A). These distances are well below any cross-text comparison.
External separation. The four control texts form their own cluster: 2 Maccabees and 3 Maccabees pair at 0.251; Judith and Tobit pair at 0.543 (both are narrative historical fiction).10
The overlap zone. Several internal segments — particularly the Spartan letters (1.159 from Core A), Antiochus VII (1.157), and the Prologue (1.095) — are more distant from Core A than Judith is (0.848). This overlap is expected: genre (battle narrative vs. diplomatic correspondence vs. opening summary) affects function-word distributions more than authorship does in translated texts. The critical test is rolling stylometry, which overcomes this limitation by measuring continuous stylistic proximity rather than static segment-to-segment distance.
🔗Hierarchical Clustering
Ward's method clustering on cosine delta produces the following merge order:
1. 2 Maccabees + 3 Maccabees merge first (0.251): the two rhetorical Greek texts find each other immediately.
2. Judith + Tobit merge next (0.543): the two narrative historical fictions cluster together.
3. Core A + Core B merge (0.656): the heart of 1 Maccabees.
4. Core C joins Core A+B (0.788): the third Core segment is pulled in.
5. The remaining internal segments progressively join at higher distances, with the diplomatic sections (Spartan letters, Hasmonean decree, Antiochus VII) merging with each other before joining the Core cluster.
The dendrogram shows that 1 Maccabees segments do not scatter randomly among external texts. The Core forms a tight nucleus; the non-narrative sections form a secondary internal cluster; and only then do external texts merge in.
🔗Rolling Stylometry
This is the central test. Three runs were performed:
Run A: Core vs. 2 Maccabees (2,000-word window, 500-word step). All 33 windows are closer to Core than to 2 Maccabees. No window in any chapter drifts toward the external text. This establishes the baseline: the entire book maintains one stylistic identity against a clearly different author.
Run B: Core vs. Judith (2,000-word window, 500-word step). This is the hard test. Judith is the closest external control, its static cosine delta to Core A (0.848) is lower than many internal segments. If any section of 1 Maccabees were genuinely by a different author, it might drift toward Judith in this test. Result: 33/33 windows closer to Core. Not a single window, in any chapter, is closer to Judith than to the 1 Maccabees Core centroid.
Run C: Three-way comparison (5,000-word window, 1,000-word step, Core + 2 Maccabees + Judith). All 14 windows identify Core as the nearest centroid.
The rolling stylometry detects no authorship transitions at the macro level. The stylistic signal is continuous from chapter 1 through chapter 16. Two caveats bound what this can show. First, the Core centroid against which each window is measured is built from Core A/B/C of this same book, and many rolling windows overlap those very segments, so a second translator no more different from the core than Judith or 2 Maccabees could pass undetected; the test establishes continuity, not the numerical identity of one person. Second, the 2,000-word window is too large to isolate the smaller document insertions, the Spartan letters (406 words) and the Roman excursus (713 words) are each less than half a window, meaning they are smoothed over by the surrounding narrative. Rolling stylometry thus shows a continuous macro-narrative; the δέ/καί ratio and Zeta analysis (above) are the appropriate tools for characterizing the micro-insertions.
🔗Permutation Test
The observed Manhattan delta between the narrative core and the documentary segments is 0.482. In 1,000 random splits of the combined text into groups of the same size, the delta ranges from 0.248 to 0.390 (mean 0.318). Zero of the 1,000 splits met or exceeded the observed value: reported honestly as p ≈ 0.001, the resolution floor of a 1,000-iteration simulation, not a more precise probability.
This means the stylistic difference between the narrative core and the documentary sections is real — it is not an artifact of random variation. However, "different" does not mean "different author." The Zeta analysis (below) reveals what is driving the difference.
🔗Zeta Contrastive Analysis
Zeta analysis identifies words that consistently appear in one group's sub-documents but not the other's.
Narrative core markers (words favoring Core over Documentary): Only 1 word exceeds the Z > 1.5 threshold: ἀπαίρω (apairō, "depart"). This is essentially no signal: the core has no distinctive vocabulary relative to the documentary sections.
Documentary markers (words favoring Documentary over Core): 20 words fall below Z < 0.5. Nearly all are topical: ἀντίγραφον (antigraphon, "copy of a letter"), γράφω (graphō, "write"), ῥωμαῖος (rhōmaios, "Roman"), ἀρχιερεύς (archiereus, "high priest"), ῥώμη (rhōmē, "Rome"), συμμαχία (symmachia, "alliance"), σπαρτιᾶται (spartiatai, "Spartans"), ἐπιστολή (epistolē, "letter"), δῆμος (dēmos, "people/assembly"), πρεσβευτής (presbeutēs, "ambassador").
These are the words of diplomacy and decree. They tell us the documentary sections are about different things, not by a different person. (One qualifier: the marker ἀντίγραφον itself occurs twice inside the Core B segment, at 11:31 and 11:37, in the copied letter of Demetrius (documentary material embedded within the narrative), so the markers are characteristic of the documentary grouping, not exceptionless.)
Scramble control. When the Core text alone is randomly split in half and Zeta is rerun, the method finds 2 markers and 0 counter-markers, confirming it does not generate false positives from homogeneous text.
🔗Fisher's Exact Test
Of 88 function words tested between the narrative core and the documentary sections, 17 show significance at p < 0.05 before correction. After Bonferroni correction for multiple testing (threshold p < 0.00057), only two survive:
- ὅπως (hopōs, "so that/in order that"): Core 0.8‰, Documentary 4.9‰
- δέ (de, "but/and"): Core 4.4‰, Documentary 10.7‰ (counted on the lemma, including the elided form δ᾿; the earlier surface count read Documentary 9.6‰ by omitting the five δ᾿ tokens)
Both are expected in Greek-composed (as opposed to Hebrew-translated) text. ὅπως introduces purpose clauses — complex, nested sentence structures (hypotaxis) — characteristic of Greek composition. δέ is the conjunction whose distribution tracks the Core/Documentary grouping, consistent with the source-language reading argued above; the test establishes association with the predefined groups, not the causal label itself (corrected lemma counts: two-sided p ≈ 3.5e-5, Bonferroni-adjusted p ≈ 0.003).
🔗Bootstrap Cluster Stability
| Test | Segments | Stability |
|---|---|---|
| Core only (A + B + C) | 3 | 94.9% |
| All internal segments | 11 | 11.8% |
| Internal segments ≥ 500 words | 8 | 34.8% |
The Core segments cluster together in 94.9% of bootstrap resamples, exceptionally robust stability, but the figure concerns only the three Core segments (A + B + C) staying together under a two-cluster cut, not the unity of all sixteen chapters, which is what the other two rows measure and why they read 11.8% and 34.8%. The low all-internal stability (11.8%) reflects the instability of very small segments (the Prologue at 153 words, Simon's end at 254 words, the Spartan letters at 406 words) in clustering analysis, not genuine authorship diversity.
🔗Vocabulary Richness
Vocabulary richness measures (TTR, Guiraud's R, Yule's K, Simpson's D) computed per segment show:
- Internal Yule's K range (segments ≥ 500 words): 412–552
- External Yule's K range: 302–408
The internal and external ranges overlap slightly, which is expected for texts in the same language, period, and broad genre. The key observation is that the Core segments (K = 429–487) cluster within a narrow band, while the external texts, particularly 3 Maccabees (K = 302), are clearly distinct.
🔗Two Substrates, One Translator
The combined evidence supports a reconstruction of the compositional history of 1 Maccabees with unusual specificity. The book as we have it is best explained as the work of a single Greek translator — while the data behind his Greek are consistent with at least two distinct Hebrew source layers, as set out below (a single author changing compositional mode at chapter 10 remains one of the models the data cannot exclude; see Limitations). This model has a precedent: Goldstein, building on Bickerman and Schaumberger, argues that 1 Maccabees uses Macedonian-form dating for Seleucid dynastic events and Babylonian-form dating for local Jewish events, and regards deliberate double-dating as improbable — two chronologies inherited from two types of sources.8 We find the same mechanism suggested at the level of prose register.
🔗The Heroic Substrate (Chapters 1–9)
The first half of 1 Maccabees reads like a biblical history. The author writes in the tradition of the biblical historical books, modeling his narrative on Samuel and Chronicles. Mattathias is cast as a new Phineas (Numbers 25), Judas as a new David. The prose is saturated with Hebraistic constructions ("sons of Israel," "sons of foreigners," "sons of valor") that would not occur in native Greek and reflect the idiom of the Hebrew original. Army sizes are drawn from Scripture: the 40,000 infantry and 7,000 cavalry at 3:39 (in the Greek; relegated to a footnote in the UPDV text) come from 1 Chronicles 19:18 (David's Aramaean war), casting Judas's battle against Syria as a replay of David's.7
The author himself marks this material as a literary unit: "the rest of the words of Judas, and of the wars, and of the noble acts that he did, and of his greatness…" (9:22, UPDV), a heroic narrative composed in biblical register, probably drawing on oral and written Jewish traditions about the Maccabean revolt. The uniformly low δέ/καί ratio (0.029–0.030) across these chapters is the pattern expected if the Greek is close, literal translation from Hebrew.
🔗The Documentary Substrate (Chapters 10–16)
At chapter 10, the character of the Hebrew original changes abruptly. The Hebraistic "sons of X" construction (nine instances under the strict criterion, twelve counting adjectival forms) drops to zero in the narrative prose of chapters 10–16. No transition zone, no occasional category-noun leakage (the only second-half forms are literal offspring and the 14:29 priestly-clan phrase, which matches 2:1 and is excluded under the same rule on both sides). The typological army numbers disappear. Instead, the text becomes a documentary framework: over a quarter of the material (27.2%) consists of embedded diplomatic correspondence — royal letters, treaty texts, assembly decrees — with the author's narrative serving as connective tissue between them.
This material reads like an official administrative chronicle. (First Maccabees 16:24 explicitly confirms that the Hasmonean court kept exactly this kind of record, referring to "the book of the days of his priesthood" of John Hyrcanus (UPDV wording; Goldstein renders it "the chronicle of his high priesthood").) When Jonathan becomes the first Hasmonean High Priest (chapter 10), the narrative shifts from sacred history to political record-keeping. The δέ/καί ratio stays relatively low in chapter 14 (0.041, consistent with a Hebrew stage), but rises in chapter 15 (0.149) and 16 (0.084), where the translator preserved Greek diplomatic language more or less as he found it.
🔗What Connects Them
One translator's hand appears to run through both substrates in the same Septuagintal idiom. His function-word profile (the unconscious patterns of article usage, conjunction frequency, and preposition choice) is broadly continuous throughout. Rolling stylometry detects no transition at any point across all sixteen chapters: every 2,000-word window stays closer to the 1 Maccabees core than to any external control text.
The translator also handled embedded documents with editorial judgment. The Hasmonean decree (chapter 14) sits near the core band (0.041), the position expected of material that reached him through Hebrew, whether already circulating in Hebrew or Hebraized by the author; "indistinguishable" overstates the proximity, but low it is. The Roman excursus (chapter 8, 0.062 on the corrected count) falls between the groups and is best left unclassified; six δέ tokens cannot carry a transmission verdict either way. The Spartan correspondence (12:1–23, 0.068) and the exchanges with Antiochus VII (chapter 15, 0.149) stand highest, with elevated δέ consistent with text preserved close to its Greek original.
🔗What We Cannot Determine
Whether the two Hebrew substrates were composed by the same person at different times, by an author and a continuator, or by two independent writers, the computational evidence cannot say. All three models produce the same data: unified Greek function words (consistent with one translator) with a sharp break in Hebrew phrasal patterns (different composition). The unity and source question has a long history: Ettelson (1925) defended the integrity of 1 Maccabees; Schunck (1954, summarized in his 1980 commentary) retained one final author while positing several underlying sources; Neuhaus (1974) replied to Schunck's analysis; Goldstein (1976) judged the case for composite authorship refuted, citing Ettelson and Neuhaus.9 Bar-Kochva (1989) belongs to the military-historical evaluation of the Judas narratives rather than to this unity debate.7 What the present analysis adds to the older discussion is not the observation that the book is compositionally complex (the source critics saw that), but a newly quantified distribution that locates a sharp linguistic break at chapter 10.6
🔗Limitations
Stylometry has well-documented limitations that must be stated honestly.
Genre convergence. Function-word distributions are influenced by genre as well as authorship. Two different authors writing military siege narratives in translated Septuagintal Greek will produce similar profiles; this is why Judith (cosine delta 0.848 from Core A) is closer to the 1 Maccabees core than some internal segments are. Rolling stylometry mitigates this limitation by measuring continuous proximity rather than static distance, but it does not eliminate it entirely.
Small samples. Three segments, the Prologue (153 words), Simon's end (254 words), and the Spartan letters (406 words), fall below the 500-word minimum recommended for reliable stylometric analysis. Results for these segments should be interpreted with caution.
Translator vs. author. Function-word stylometry (MFW, rolling analysis, Zeta) operates on the Greek text and therefore measures the translator's habits — not the Hebrew author's. Features that survive translation intact, such as the Hebraistic "sons of X" construction, are needed to probe the composition layer. This distinction is critical: the unified Greek profile is consistent with one translator, and the nine-to-zero Hebraism break reveals a compositional seam in the Hebrew that function-word analysis cannot detect.
Indistinguishable substrate models. The computational evidence cannot distinguish between (a) a single Hebrew author who changed compositional mode at chapter 10, (b) an author and a continuator, or (c) a compiler-translator who wove together two pre-existing Hebrew documents. All three models produce the same data: unified Greek function words with a sharp break in Hebrew phrasal patterns. The historical and text-critical evidence must adjudicate between these models.
🔗Confidence Assessment
| Claim | Confidence | Key evidence |
|---|---|---|
| Single Greek translator for entire book | Moderate | Rolling stylometry: 33/33 windows closer to Core (but the Core centroid contains the training text, so the test shows continuity, not personal identity); 94.9% bootstrap stability of the Core segments only |
| Core narrative (ch 2–7, 9–11) is unified at Greek level | High | Core A–B cluster at 0.656 cosine delta; Zeta markers are topical only |
| Compositional seam in Hebrew at ch 10 | High | Nine category-noun "sons of X" constructions in ch 1–9, zero in ch 10–16 (twelve with adjectival forms); "sons of Israel" 5-to-0; every category-noun instance in the book sits in ch 1–9 |
| δέ/καί ratio maps source language | Moderate | Corrected lemma-based gradient: core 0.029–0.030, ch 14 0.041, ch 8 0.062, ch 15 0.149; Fisher's exact on δέ (lemma count) remains significant (p ≈ 3.5e-5, Bonferroni-adjusted p ≈ 0.003), establishing association with the predefined groups; causal source-language labeling needs validated controls |
| Single Hebrew author for entire book | Uncertain | MFW evidence supports translator unity, not author unity; Hebraism break introduces doubt; cannot distinguish single author with mode shift from author + continuator |
🔗Conclusion
The Greek text of 1 Maccabees presents a unified stylistic profile consistent with a single translator. The computational evidence — rolling stylometry, bootstrap cluster stability, and the absence of non-topical Zeta discriminators — supports the conclusion that one person rendered the entire book into Greek; because the rolling centroid is the book's own core, no computational result in this article can convert that consistency into proof of personal identity.
But the Hebrew text he translated was not uniform. The Hebraistic "sons of X" construction, a biblical idiom that survives translation intact, reveals a sharp compositional seam at chapter 10. The first half of the book (chapters 1–9) is written in biblical register, modeling the Maccabean revolt on the wars of David and Joshua. The second half (chapters 10–16) drops this register entirely and reads as a documentary chronicle of Hasmonean political history. The break is clean — nine category-noun constructions in chapters 1–9 (twelve with the adjectival formulas) to zero in chapters 10–16, every instance and no leakage in the narrative prose — and aligns with the disappearance of typological army numbers and the sudden rise of embedded diplomatic documents.
The δέ/καί source-language map adds a second dimension: a gradient from the tightly Hebraizing core narrative (0.029–0.030) through the low decree chapter (14, 0.041) and an indeterminate middle band (Core C 0.057, the Roman excursus 0.062) to the most Greek registers (the Spartan letters 0.068, chapter 16 at 0.084, the Antiochus VII correspondence 0.149). Together, these two findings, the Hebraism seam and the source-language gradient, let us see the compositional layers of 1 Maccabees with a precision that traditional literary analysis alone could not achieve. The distributions are in the data; the source histories attached to them remain inferences.
🔗Bibliography
1 Goldstein, J. A. I Maccabees: A New Translation with Introduction and Commentary. Anchor Bible 41. Garden City, NY: Doubleday, 1976.
2 Savoy, J. Machine Learning Methods for Stylometry: Authorship Attribution and Author Profiling. Cham: Springer, 2020.
3 Eder, M. "Rolling Stylometry." Digital Scholarship in the Humanities 31, no. 3 (2016): 457–469.
4 Bolt, T., et al. "Stylometric Criticism of Latin Literature: From Exploratory Data Analysis to Close Reading." Transactions of the American Philological Association 155, no. 1 (2025): 205–250. doi:10.1353/apa.2025.a957882.
5 Burrows, J. "Delta: A Measure of Stylistic Difference and a Guide to Likely Authorship." Literary and Linguistic Computing 17, no. 3 (2002): 267–287.
6 Goldstein, J. A. I Maccabees. Anchor Bible 41. Garden City, NY: Doubleday, 1976. On compositional unity see the Introduction, Part I, pp. 4–26, especially p. 26 n. 56 ("Composite authorship refuted: Ettelson ... and below, Part III, n. 8. See also G. O. Neuhaus").
7 Bar-Kochva, B. Judas Maccabaeus: The Jewish Struggle against the Seleucids. Cambridge: Cambridge University Press, 1989. See Part I, ch. 2 ("The number of combatants on each side") on army sizes and their biblical models.
8 Bickerman, E. J. Der Gott der Makkabäer. Berlin: Schocken, 1937. The two-era analysis reaches this article through Goldstein (1976), pp. 21–25 and Appendix I, who, building on Bickerman and Schaumberger, establishes the probability that both Macedonian-form and Babylonian-form Seleucid dating are used (dynastic and royal events in the one, local Jewish events in the other) and regards conscious double-dating as improbable, the author having been misled by the inconsistency of his two sets of dates.
9 Ettelson, H. W. "The Integrity of I Maccabees." Transactions of the Connecticut Academy of Arts and Sciences 27 (1925): 249–384. Schunck, K.-D. Die Quellen des I. und II. Makkabäerbuches. Halle: Niemeyer, 1954 (summary position in his 1. Makkabäerbuch, JSHRZ I/4, 1980). Neuhaus, G. O. "Quellen im 1. Makkabäerbuch? Eine Entgegnung auf die Analyse von K.-D. Schunck." Journal for the Study of Judaism 5 (1974): 162–175.
10 Harper's Bible Commentary, ed. James L. Mays (San Francisco: Harper & Row, 1988), "Historical Fiction": the 1 Esdras court tale, together with the Joseph, Esther, and Daniel 1–6 wisdom tales, "fall into the category of historical fiction, because they describe a setting in realistic historical detail, but unlike the books of Maccabees they are scarcely constrained at all by the record or recollection of historical events"; the same discussion subsequently brings Tobit and Judith under the same heading. "Tobit As Narrative": "Tobit is a piece of historical fiction."
11 An early treatment of syntactic Hebraisms in 1 Maccabees is Paul Joüon, "Quelques hébraïsmes de syntaxe dans le premier livre des Maccabées," Biblica 3 (1922): 204–6, pointed to by Goldstein, I Maccabees, p. 14 n. 16, along with Ettelson, "The Integrity of I Maccabees," 307–14.
12 Blass-Debrunner-Funk, A Greek Grammar of the New Testament, §458: the running narrative style of the NT "conform[s] at this point to Semitic style: to a first idea complete in itself is added a second similar one, usually connected by καί (Hebr. וְ), then a third, and so on in a continuous series"; cf. §442 on the "excessive and monotonous use of καί to string sentences together." On LXX clause-chain parataxis specifically, Conybeare, F. C., and E. G. Stock, A Grammar of Septuagint Greek, §40 ("in the Greek of the LXX there is no syntax, only parataxis"). On the Hebraic paratactic element in LXX Greek (including the καὶ ἐγένετο constructions), H. St. J. Thackeray, A Grammar of the Old Testament in Greek according to the Septuagint, vol. 1 (Cambridge: Cambridge University Press, 1909), 50ff., the section cited as "Thack. 50ff." in BDF §442.
This analysis was conducted using morphological data from the Septuagint (Rahlfs edition). The methodology follows Savoy (2020), Eder (2016), and Bolt (2025). The full statistical output, including distance matrices, dendrograms, PCA coordinates, and rolling stylometry plots, is available upon request.