Triple

T8489503
Position Surface form Disambiguated ID Type / Status
Subject Eutropia (mother of Constantius) E200930 entity
Predicate child P120 FINISHED
Object Theodora (stepdaughter of Constantine the Great)
Theodora was a Roman noblewoman of the early 4th century, traditionally regarded as the first wife of Emperor Constantius Chlorus and thus a member of the Constantinian imperial family.
E737301 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: Theodora (stepdaughter of Constantine the Great) | Statement: [Eutropia (mother of Constantius), child, Theodora (stepdaughter of Constantine the Great)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodora (stepdaughter of Constantine the Great)
Context triple: [Eutropia (mother of Constantius), child, Theodora (stepdaughter of Constantine the Great)]
  • A. 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.
  • B. 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.
  • C. Empress Theodora
    Empress Theodora was a 9th-century Byzantine empress known for restoring the veneration of icons and ending the second period of Byzantine Iconoclasm.
  • D. Empress Pulcheria
    Empress Pulcheria was a powerful 5th-century Byzantine imperial princess and regent who wielded significant political and religious influence, notably shaping Christian doctrine and imperial policy in the Eastern Roman Empire.
  • E. Théodora
    Théodora is the given name of Dora Maar, the French photographer and painter closely associated with Pablo Picasso and the Surrealist movement.
  • 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: Theodora (stepdaughter of Constantine the Great)
Triple: [Eutropia (mother of Constantius), child, Theodora (stepdaughter of Constantine the Great)]
Generated description
Theodora was a Roman noblewoman of the early 4th century, traditionally regarded as the first wife of Emperor Constantius Chlorus and thus a member of the Constantinian imperial family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodora (stepdaughter of Constantine the Great)
Target entity description: Theodora was a Roman noblewoman of the early 4th century, traditionally regarded as the first wife of Emperor Constantius Chlorus and thus a member of the Constantinian imperial family.
  • A. 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.
  • B. 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.
  • C. Empress Theodora
    Empress Theodora was a 9th-century Byzantine empress known for restoring the veneration of icons and ending the second period of Byzantine Iconoclasm.
  • D. Empress Pulcheria
    Empress Pulcheria was a powerful 5th-century Byzantine imperial princess and regent who wielded significant political and religious influence, notably shaping Christian doctrine and imperial policy in the Eastern Roman Empire.
  • E. Théodora
    Théodora is the given name of Dora Maar, the French photographer and painter closely associated with Pablo Picasso and the Surrealist movement.
  • 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_69ce3a4e5be48190b5c598123ef75f8b completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3d0323248190a076a209df98c96c completed April 2, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d7909f48190a46f58fca75d7740 completed April 2, 2026, 9:57 a.m.
Created at: March 30, 2026, 6:13 p.m.