Triple
T22846763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | al-Malik az-Zahir Sayf ad-Din Barquq |
E566241
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Mamluk military aristocracy |
—
|
NE NERFINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mamluk military aristocracy | Statement: [al-Malik az-Zahir Sayf ad-Din Barquq, associatedWith, Mamluk military aristocracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mamluk military aristocracy Context triple: [al-Malik az-Zahir Sayf ad-Din Barquq, associatedWith, Mamluk military aristocracy]
-
A.
Mamluk military hierarchy
The Mamluk military hierarchy was a rigidly structured system of ranks and command in the Mamluk Sultanate, organizing slave-soldiers and their emirs into a powerful, centralized military elite that dominated the state’s politics and warfare.
-
B.
Mamluk emirs
chosen
Mamluk emirs were high-ranking military commanders and provincial rulers in the Mamluk Sultanate who held significant political, administrative, and military power.
-
C.
Ottoman military elite
The Ottoman military elite were the empire’s highly trained and privileged ruling warrior class, encompassing top commanders, Janissaries, and other key officers who dominated its military and political power structures.
-
D.
Byzantine military aristocracy
The Byzantine military aristocracy was a powerful landed elite of soldier-nobles who dominated the empire’s frontier defense and high command, especially from the 10th to 12th centuries.
-
E.
Mamluk rulers of Egypt
The Mamluk rulers of Egypt were a powerful military caste of slave-soldier origin who governed Egypt and parts of the Levant from the 13th to the early 16th century, renowned for their cavalry and resistance to foreign invaders.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e2458750b481908a8e4cf4609cc6cf |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e88fb408190a58c91486ea65169 |
completed | April 29, 2026, 3:44 a.m. |
Created at: April 17, 2026, 3:36 p.m.