Bibliographic record
Abstract
Abstract The Egibi archive contains a group of texts concerning the tax farming activities of Marduk-nāṣir-apli, son of Itti-Marduk-balāṭu, the head of the Egibi family in the third generation (521–487 BCE). This group of texts includes documents that refer to various taxes, such as ilku and qaštu , mostly in the form of receipts, as well as a dossier of a rab hanše , Bēl-erība, son of Kalbāya, descendant of Šumu-libši, who was closely involved in the collection of ilku . A detailed analysis and contextualization of these texts reveal the ilku taxation processes, and the roles of the rab hanšê Bēl-erība and the tax farmer Marduk-nāṣir-apli in these processes. These texts also add more evidence for the taxation on the military fiefs and qaštu -tax in Babylon.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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 | 0.001 |
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".