Triple
T9728467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Galla Placidia |
E235674
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Thermantia (daughter of Constantius III and Galla Placidia)
Thermantia was a late Roman imperial princess, the daughter of the Western Roman Emperor Constantius III and the empress Galla Placidia, and a member of the Theodosian dynasty.
|
E817454
|
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: Thermantia (daughter of Constantius III and Galla Placidia) | Statement: [Galla Placidia, child, Thermantia (daughter of Constantius III and Galla Placidia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thermantia (daughter of Constantius III and Galla Placidia) Context triple: [Galla Placidia, child, Thermantia (daughter of Constantius III and Galla Placidia)]
-
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.
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.
-
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 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.
- 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: Thermantia (daughter of Constantius III and Galla Placidia) Triple: [Galla Placidia, child, Thermantia (daughter of Constantius III and Galla Placidia)]
Generated description
Thermantia was a late Roman imperial princess, the daughter of the Western Roman Emperor Constantius III and the empress Galla Placidia, and a member of the Theodosian dynasty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thermantia (daughter of Constantius III and Galla Placidia) Target entity description: Thermantia was a late Roman imperial princess, the daughter of the Western Roman Emperor Constantius III and the empress Galla Placidia, 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.
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.
-
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 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.
- 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eafa3a88190bc62924d94b89cd8 |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19fb5f5bc8190ae53bc5c165b5ac7 |
completed | April 4, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69d1a482c0bc81908c3c7ae7c2f19473 |
completed | April 4, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1a83336308190acb209223da11766 |
completed | April 5, 2026, 12:09 a.m. |
Created at: March 30, 2026, 8:21 p.m.