Triple

T8489532
Position Surface form Disambiguated ID Type / Status
Subject Hannibalianus (son of Constantius Chlorus) E200931 entity
Predicate mother P120 FINISHED
Object Flavia Maximiana Theodora
Flavia Maximiana Theodora was a Roman empress of the early 4th century, wife of Emperor Constantius Chlorus and stepmother of Constantine the Great.
E739846 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: Flavia Maximiana Theodora | Statement: [Hannibalianus (son of Constantius Chlorus), mother, Flavia Maximiana Theodora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flavia Maximiana Theodora
Context triple: [Hannibalianus (son of Constantius Chlorus), mother, Flavia Maximiana Theodora]
  • A. Aelia Eudocia
    Aelia Eudocia was a 5th-century Byzantine empress and influential literary figure known for her Christian poetry and prominent role in the Eastern Roman court.
  • B. Aelia Eudocia
    Aelia Eudocia was a late Roman imperial princess, daughter of Empress Licinia Eudoxia and Emperor Valentinian III, who became briefly Western Roman empress through her marriage to the usurper emperor Petronius Maximus.
  • C. Aelia Verina
    Aelia Verina was a 5th-century Byzantine empress consort and influential political figure, wife of Emperor Leo I and a key player in the imperial court’s power struggles.
  • D. 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.
  • E. Amma Theodora
    Amma Theodora was an early Christian Desert Mother revered for her ascetic wisdom and spiritual counsel among the fourth-century monastic communities of Egypt.
  • 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: Flavia Maximiana Theodora
Triple: [Hannibalianus (son of Constantius Chlorus), mother, Flavia Maximiana Theodora]
Generated description
Flavia Maximiana Theodora was a Roman empress of the early 4th century, wife of Emperor Constantius Chlorus and stepmother of Constantine the Great.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flavia Maximiana Theodora
Target entity description: Flavia Maximiana Theodora was a Roman empress of the early 4th century, wife of Emperor Constantius Chlorus and stepmother of Constantine the Great.
  • A. Aelia Eudocia
    Aelia Eudocia was a late Roman imperial princess, daughter of Empress Licinia Eudoxia and Emperor Valentinian III, who became briefly Western Roman empress through her marriage to the usurper emperor Petronius Maximus.
  • B. Aelia Eudocia
    Aelia Eudocia was a 5th-century Byzantine empress and influential literary figure known for her Christian poetry and prominent role in the Eastern Roman court.
  • C. Aelia Verina
    Aelia Verina was a 5th-century Byzantine empress consort and influential political figure, wife of Emperor Leo I and a key player in the imperial court’s power struggles.
  • D. 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.
  • E. Amma Theodora
    Amma Theodora was an early Christian Desert Mother revered for her ascetic wisdom and spiritual counsel among the fourth-century monastic communities of Egypt.
  • 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_69ca831d7b148190a6e32c1de43ab13b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5596f1c8190aead21a245f21c07 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4df197c48190812c5287119e5528 completed April 2, 2026, 11:07 a.m.
NEDg Description generation batch_69ce4ff668d4819081f4c3186437291b completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54cc52cc81908ca48c93956ca86e completed April 2, 2026, 11:36 a.m.
Created at: March 30, 2026, 6:13 p.m.