Triple

T10217655
Position Surface form Disambiguated ID Type / Status
Subject Arcadius E242487 entity
Predicate child P120 FINISHED
Object Flaccilla (daughter of Arcadius)
Flaccilla (daughter of Arcadius) was a late 4th–early 5th century Eastern Roman imperial princess, known primarily as the daughter of Emperor Arcadius and a member of the Theodosian dynasty.
E850754 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: Flaccilla (daughter of Arcadius) | Statement: [Arcadius, child, Flaccilla (daughter of Arcadius)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flaccilla (daughter of Arcadius)
Context triple: [Arcadius, child, Flaccilla (daughter of Arcadius)]
  • A. Eudocia (daughter of Valentinian III)
    Eudocia was a late Roman imperial princess, daughter of Emperor Valentinian III and Empress Licinia Eudoxia, who became notable through her dynastic connections during the empire’s final centuries.
  • B. Placidia (daughter of Valentinian III)
    Placidia was a late Western Roman imperial princess, the younger daughter of Emperor Valentinian III and Empress Licinia Eudoxia, whose life was intertwined with the empire’s final decades.
  • C. Aelia Flaccilla
    Aelia Flaccilla was a late 4th-century Roman empress, wife of Emperor Theodosius I and a highly respected Augusta known for her piety and charitable works.
  • D. Pulcheria (daughter of Theodosius I)
    Pulcheria, daughter of the Roman emperor Theodosius I, was a late 4th-century imperial princess of the Theodosian dynasty in the Eastern Roman Empire.
  • E. Flavia Theodora (daughter of Constantius Chlorus)
    Flavia Theodora was a Roman noblewoman of the late 3rd and early 4th centuries, known primarily as the daughter of Emperor Constantius Chlorus and a member of the Constantinian imperial family.
  • 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: Flaccilla (daughter of Arcadius)
Triple: [Arcadius, child, Flaccilla (daughter of Arcadius)]
Generated description
Flaccilla (daughter of Arcadius) was a late 4th–early 5th century Eastern Roman imperial princess, known primarily as the daughter of Emperor Arcadius and a member of the Theodosian dynasty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flaccilla (daughter of Arcadius)
Target entity description: Flaccilla (daughter of Arcadius) was a late 4th–early 5th century Eastern Roman imperial princess, known primarily as the daughter of Emperor Arcadius and a member of the Theodosian dynasty.
  • A. Eudocia (daughter of Valentinian III)
    Eudocia was a late Roman imperial princess, daughter of Emperor Valentinian III and Empress Licinia Eudoxia, who became notable through her dynastic connections during the empire’s final centuries.
  • B. Placidia (daughter of Valentinian III)
    Placidia was a late Western Roman imperial princess, the younger daughter of Emperor Valentinian III and Empress Licinia Eudoxia, whose life was intertwined with the empire’s final decades.
  • C. Aelia Flaccilla
    Aelia Flaccilla was a late 4th-century Roman empress, wife of Emperor Theodosius I and a highly respected Augusta known for her piety and charitable works.
  • D. Pulcheria (daughter of Theodosius I)
    Pulcheria, daughter of the Roman emperor Theodosius I, was a late 4th-century imperial princess of the Theodosian dynasty in the Eastern Roman Empire.
  • E. Flavia Theodora (daughter of Constantius Chlorus)
    Flavia Theodora was a Roman noblewoman of the late 3rd and early 4th centuries, known primarily as the daughter of Emperor Constantius Chlorus and a member of the Constantinian imperial family.
  • 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_69d381ae26c48190985abd0e25ee5d04 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d3aa6e544c8190961cdd7f1fbe24e6 completed April 6, 2026, 12:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d6a8142f948190b19e3c1f70f6430f completed April 8, 2026, 7:10 p.m.
NEDg Description generation batch_69d6d0003434819093e3f82a556db79c completed April 8, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69d6df3c8f748190923db41ef1a9a03a completed April 8, 2026, 11:05 p.m.
Created at: April 6, 2026, 11:07 a.m.