Triple

T2177590
Position Surface form Disambiguated ID Type / Status
Subject Constantius II E48565 entity
Predicate spouse P13 FINISHED
Object Maxima (wife of Constantius II)
Maxima was a Roman noblewoman of the 4th century, known primarily as the wife of Emperor Constantius II.
E243791 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: Maxima (wife of Constantius II) | Statement: [Constantius II, spouse, Maxima (wife of Constantius II)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maxima (wife of Constantius II)
Context triple: [Constantius II, spouse, Maxima (wife of Constantius II)]
  • A. 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.
  • 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. Eutropia (mother of Constantius)
    Eutropia was a noblewoman of the late Roman Empire, best known as the wife of Emperor Maximian and the mother of Emperor Constantius Chlorus.
  • D. 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.
  • E. Helena (daughter of Constantine I)
    Helena was a daughter of the Roman emperor Constantine the Great and a member of the Constantinian imperial dynasty in the 4th century.
  • 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: Maxima (wife of Constantius II)
Triple: [Constantius II, spouse, Maxima (wife of Constantius II)]
Generated description
Maxima was a Roman noblewoman of the 4th century, known primarily as the wife of Emperor Constantius II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maxima (wife of Constantius II)
Target entity description: Maxima was a Roman noblewoman of the 4th century, known primarily as the wife of Emperor Constantius II.
  • A. 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.
  • 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. Eutropia (mother of Constantius)
    Eutropia was a noblewoman of the late Roman Empire, best known as the wife of Emperor Maximian and the mother of Emperor Constantius Chlorus.
  • D. 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.
  • E. Helena (daughter of Constantine I)
    Helena was a daughter of the Roman emperor Constantine the Great and a member of the Constantinian imperial dynasty in the 4th century.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbeee0a988190b0729f9070aa4503 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae653de18481909c3521e060540a38 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d419048190ad723d21ab7f1cab completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae666e71908190b50be2cac5bdfa28 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:45 p.m.