Bibliographic record
Abstract
In the biblical narrative of 2 Samuel 15-17, Absalom conspires against his father, King David, and attempts to seize the throne of Israel. Absalom's rebellion gains a key ally when Ahithophel, designated as one of David's senior advisors, joins the forces of Absalom. The reasons behind this défection are obscure in the narrative, and there is no motive stated in the text explaining why Ahithophel would act in this manner toward David. However, the German biblical scholar Gerhard von Rad has drawn attention to an interesting connection between Bathsheba (with whom David has an affair in 2 Sam. 11) and Ahithophel. In 2 Samuel 11:3, Bathsheba is mentioned as "the daughter of Eliam." In 2 Samuel 23:34, Eliam is mentioned as "the son of Ahithophel," hence Bathsheba and Ahithophel seem to be close relatives. This article surveys the major scenes where Ahithophel appears in 2 Samuel 15-17, and explores this genealogical connection as a possible motive for Ahithophel's defection: he is angry and disillusioned with David after the Bathsheba affair and subsequent murder by proxy of her husband, Uriah the Hittite.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".