Triple

T15608435
Position Surface form Disambiguated ID Type / Status
Subject Sophia E375221 entity
Predicate associatedWith P37 FINISHED
Object Justinian dynasty court faction
The Justinian dynasty court faction was a powerful political and social grouping within the Byzantine imperial court during the reign of Justinian I and his successors, influencing policy, patronage, and succession struggles.
E1166884 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: Justinian dynasty court faction | Statement: [Sophia, associatedWith, Justinian dynasty court faction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justinian dynasty court faction
Context triple: [Sophia, associatedWith, Justinian dynasty court faction]
  • A. Usurpation of Procopius
    The Usurpation of Procopius was a brief 4th-century revolt against Emperor Valens, led by the usurper Procopius in Constantinople in an attempt to seize control of the Eastern Roman Empire.
  • B. court of Leo I
    The court of Leo I was the imperial Byzantine court in Constantinople during the reign of Emperor Leo I (457–474), characterized by complex political intrigues, powerful court factions, and significant influence from figures such as Empress Aelia Verina and the Isaurian general Zeno.
  • C. Novels of Justinian
    The Novels of Justinian are a collection of later imperial laws and legal amendments issued by the Byzantine Emperor Justinian I that supplemented and updated his earlier codification of Roman law.
  • D. court of Valentinian III
    The court of Valentinian III was the imperial household and administrative center surrounding the Western Roman emperor Valentinian III in the 5th century, where key officials and courtiers, such as the chamberlain Heraclius, wielded significant political influence.
  • E. court of Theodosius II
    The court of Theodosius II was the imperial Byzantine court at Constantinople in the early 5th century, noted for its powerful bureaucrats, theological controversies, and significant legal and cultural developments.
  • 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: Justinian dynasty court faction
Triple: [Sophia, associatedWith, Justinian dynasty court faction]
Generated description
The Justinian dynasty court faction was a powerful political and social grouping within the Byzantine imperial court during the reign of Justinian I and his successors, influencing policy, patronage, and succession struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justinian dynasty court faction
Target entity description: The Justinian dynasty court faction was a powerful political and social grouping within the Byzantine imperial court during the reign of Justinian I and his successors, influencing policy, patronage, and succession struggles.
  • A. Usurpation of Procopius
    The Usurpation of Procopius was a brief 4th-century revolt against Emperor Valens, led by the usurper Procopius in Constantinople in an attempt to seize control of the Eastern Roman Empire.
  • B. court of Leo I
    The court of Leo I was the imperial Byzantine court in Constantinople during the reign of Emperor Leo I (457–474), characterized by complex political intrigues, powerful court factions, and significant influence from figures such as Empress Aelia Verina and the Isaurian general Zeno.
  • C. Novels of Justinian
    The Novels of Justinian are a collection of later imperial laws and legal amendments issued by the Byzantine Emperor Justinian I that supplemented and updated his earlier codification of Roman law.
  • D. court of Valentinian III
    The court of Valentinian III was the imperial household and administrative center surrounding the Western Roman emperor Valentinian III in the 5th century, where key officials and courtiers, such as the chamberlain Heraclius, wielded significant political influence.
  • E. court of Theodosius II
    The court of Theodosius II was the imperial Byzantine court at Constantinople in the early 5th century, noted for its powerful bureaucrats, theological controversies, and significant legal and cultural developments.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e7ec08c8190b3842cf3043aea27 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d51c28819097b8c2c0e2307401 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, 4:13 a.m.