Triple

T9670236
Position Surface form Disambiguated ID Type / Status
Subject Byzantine military aristocracy E234005 entity
Predicate opposedBy P437 FINISHED
Object 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.
E813266 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: Constantinopolitan civil aristocracy | Statement: [Byzantine military aristocracy, opposedBy, Constantinopolitan civil aristocracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Constantinopolitan civil aristocracy
Context triple: [Byzantine military aristocracy, opposedBy, Constantinopolitan civil aristocracy]
  • A. 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.
  • B. 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.
  • C. Athenian aristocracy
    The Athenian aristocracy was the powerful landowning elite of ancient Athens that dominated its early political, social, and economic life before the rise of broader democratic institutions.
  • D. imperial court of Constantinople
    The imperial court of Constantinople was the political and ceremonial center of the Byzantine Empire, where the emperor and his administration resided and where high-level cultural, religious, and intellectual life flourished.
  • E. Byzantine commonwealth
    The Byzantine commonwealth was a loose cultural and political sphere of influence centered on the Byzantine Empire, encompassing various Orthodox Christian states that shared its traditions, institutions, and heritage.
  • 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: Constantinopolitan civil aristocracy
Triple: [Byzantine military aristocracy, opposedBy, Constantinopolitan civil aristocracy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Constantinopolitan civil aristocracy
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Athenian aristocracy
    The Athenian aristocracy was the powerful landowning elite of ancient Athens that dominated its early political, social, and economic life before the rise of broader democratic institutions.
  • D. imperial court of Constantinople
    The imperial court of Constantinople was the political and ceremonial center of the Byzantine Empire, where the emperor and his administration resided and where high-level cultural, religious, and intellectual life flourished.
  • E. Byzantine commonwealth
    The Byzantine commonwealth was a loose cultural and political sphere of influence centered on the Byzantine Empire, encompassing various Orthodox Christian states that shared its traditions, institutions, and heritage.
  • 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_69ca848f55e48190b3f67252571c3d45 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9c3ec17081908c2da74a1d1f49da completed April 1, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18a247ca48190910624dfbf0b491d completed April 4, 2026, 10:01 p.m.
NEDg Description generation batch_69d18acf86588190bc000f701bcaaa1c completed April 4, 2026, 10:03 p.m.
NED2 Entity disambiguation (via description) batch_69d18ba396cc8190a3ded2ac3968c553 completed April 4, 2026, 10:07 p.m.
Created at: March 30, 2026, 8:15 p.m.