Triple

T12187758
Position Surface form Disambiguated ID Type / Status
Subject Flavia Titiana E290378 entity
Predicate partOf P40 FINISHED
Object 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.
E967823 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: Imperial Roman aristocracy | Statement: [Flavia Titiana, partOf, Imperial Roman aristocracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imperial Roman aristocracy
Context triple: [Flavia Titiana, partOf, Imperial Roman 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. Roman imperial family
    The Roman imperial family was the ruling dynasty of ancient Rome, encompassing emperors and their relatives who held supreme political and social power in the empire.
  • D. Roman imperial court
    The Roman imperial court was the central political and social milieu surrounding the emperor, comprising his household, advisors, officials, and elite associates who influenced governance and ceremonial life of the Roman Empire.
  • E. Parthian nobility
    The Parthian nobility were powerful aristocratic families of the Parthian Empire who controlled large estates, commanded military forces, and often influenced or challenged royal authority.
  • 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: Imperial Roman aristocracy
Triple: [Flavia Titiana, partOf, Imperial Roman aristocracy]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imperial Roman aristocracy
Target entity description: 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.
  • 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. Roman imperial family
    The Roman imperial family was the ruling dynasty of ancient Rome, encompassing emperors and their relatives who held supreme political and social power in the empire.
  • D. Roman imperial court
    The Roman imperial court was the central political and social milieu surrounding the emperor, comprising his household, advisors, officials, and elite associates who influenced governance and ceremonial life of the Roman Empire.
  • E. Parthian nobility
    The Parthian nobility were powerful aristocratic families of the Parthian Empire who controlled large estates, commanded military forces, and often influenced or challenged royal authority.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d916012c2c819085824332ad60059e completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6b0a84c8190ae593e368c13b5a5 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7e1788190b1df4fdfd96118d0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f604c4ef7c8190bc128b1aa535744d completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.