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.