Triple
T15603244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doukas dynasty |
E375086
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Byzantine aristocracy
The Byzantine aristocracy was the powerful hereditary elite of the Byzantine Empire, comprising noble families who dominated its political, military, and economic life.
|
E1166806
|
NE FINISHED |
How this triple was built (4 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: Byzantine aristocracy | Statement: [Doukas dynasty, partOf, Byzantine aristocracy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byzantine aristocracy Context triple: [Doukas dynasty, partOf, Byzantine aristocracy]
-
A.
Constantinopolitan civil aristocracy
The Constantinopolitan civil aristocracy was the powerful class of urban bureaucrats and court officials in the Byzantine capital who derived their influence from imperial service and administration rather than from landholding or military command.
-
B.
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.
-
C.
Imperial Roman aristocracy
The Imperial Roman aristocracy was the elite social and political class of the Roman Empire, comprising powerful senatorial and equestrian families who held high offices, vast wealth, and significant influence over imperial governance.
-
D.
Byzantine institutions
Byzantine institutions were the administrative, legal, and ecclesiastical structures of the Eastern Roman (Byzantine) Empire that shaped governance, law, and church-state relations in much of Eastern Europe and the Eastern Mediterranean.
-
E.
Bacchiad aristocracy
The Bacchiad aristocracy was a powerful hereditary ruling clan that dominated the political life of ancient Corinth before being overthrown by the tyrant Cypselus in the 7th century BCE.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Byzantine aristocracy Triple: [Doukas dynasty, partOf, Byzantine aristocracy]
Generated description
The Byzantine aristocracy was the powerful hereditary elite of the Byzantine Empire, comprising noble families who dominated its political, military, and economic life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byzantine aristocracy Target entity description: The Byzantine aristocracy was the powerful hereditary elite of the Byzantine Empire, comprising noble families who dominated its political, military, and economic life.
-
A.
Constantinopolitan civil aristocracy
The Constantinopolitan civil aristocracy was the powerful class of urban bureaucrats and court officials in the Byzantine capital who derived their influence from imperial service and administration rather than from landholding or military command.
-
B.
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.
-
C.
Imperial Roman aristocracy
The Imperial Roman aristocracy was the elite social and political class of the Roman Empire, comprising powerful senatorial and equestrian families who held high offices, vast wealth, and significant influence over imperial governance.
-
D.
Byzantine institutions
Byzantine institutions were the administrative, legal, and ecclesiastical structures of the Eastern Roman (Byzantine) Empire that shaped governance, law, and church-state relations in much of Eastern Europe and the Eastern Mediterranean.
-
E.
Bacchiad aristocracy
The Bacchiad aristocracy was a powerful hereditary ruling clan that dominated the political life of ancient Corinth before being overthrown by the tyrant Cypselus in the 7th century BCE.
- F. None of above. chosen
Provenance (5 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e6399d88190b2c3e781667666d4 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff56d1607c8190a42dc664abe45b32 |
completed | May 9, 2026, 3:46 p.m. |
| NEDg | Description generation | batch_69ff57c304188190afa695ae88cf0234 |
completed | May 9, 2026, 3:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff5920436c81909addad5bb4566ae9 |
completed | May 9, 2026, 3:56 p.m. |
Created at: April 10, 2026, 4:12 a.m.