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.