MétaCan
Menu
Back to cohort
Record W4407659237 · doi:10.1080/14765276.2024.2405810

Manuel I Komnenos’ policy towards the sultanate of Rum and John Kontostephanos’ embassies to Jerusalem, 1159–61

2025· article· en· W4407659237 on OpenAlexafffund
Lucas McMahon

Bibliographic record

VenueCrusades · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicByzantine Studies and History
Canadian institutionsUniversity of Ottawa
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsPolitical scienceAncient historyHistory

Abstract

fetched live from OpenAlex

William of Tyre and Constantine Manasses each present complementary accounts of the embassy sent by Manuel I Komnenos and headed by John Kontostephanos to Baldwin III to secure Manuel a new bride following the death of the empress Bertha-Eirene of Sulzbach. They are contradicted by an entirely different story told by John Kinnamos. This has resulted in a range of confusing solutions put forth in the scholarship on the politics of the aftermath of Manuel’s journey to Cilicia and Syria in 1158-59, which has tended to focus on the implications of the emperor’s choice of Maria of Antioch over Melisende of Tripoli. This article brings a range of rhetorical sources into the discussion of whether John Kontostephanos made one or two embassies to the Latin East. It argues that the Seljuk sultanate based at Konya was, as of early 1159, the missing piece in Manuel’s efforts to surround the empire with clients in the east. On the return to Constantinople, the emperor precipitated a crisis with the new sultan Kilij Arslan II that spiralled into a broader conflict. The short ensuing war explains the context and logistics of Kontostephanos’ embassies and casts Manuel’s eastern foreign policy in a wider perspective.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.889
Threshold uncertainty score0.624

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.024
GPT teacher head0.253
Teacher spread0.229 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueCrusadesSame topicByzantine Studies and HistoryFrench-language works237,207