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.