Triple
T14662056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunnic invasions of Gaul |
E344269
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Hunnic invasions of the Western Roman Empire |
E344269
|
NE FINISHED |
How this triple was built (2 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: Hunnic invasions of the Western Roman Empire | Statement: [Hunnic invasions of Gaul, partOf, Hunnic invasions of the Western Roman Empire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunnic invasions of the Western Roman Empire Context triple: [Hunnic invasions of Gaul, partOf, Hunnic invasions of the Western Roman Empire]
-
A.
Hunnic invasions of Gaul
chosen
The Hunnic invasions of Gaul were a series of 5th-century military campaigns led by Attila the Hun that threatened Roman and barbarian territories in Western Europe and culminated in major clashes with Roman-allied forces.
-
B.
Late Roman–Hunnic conflicts
The Late Roman–Hunnic conflicts were a series of 4th- and 5th-century wars between the Western and Eastern Roman Empires and the Hunnic confederation that played a major role in the destabilization and eventual transformation of the late antique Roman world.
-
C.
Parthian invasion
The Parthian invasion was a 1st-century BCE military intervention by the Parthian Empire into Judea that reshaped the region’s political landscape and contributed to the downfall of Hasmonean ruler Hyrcanus II.
-
D.
Hunnic rule in Pannonia
Hunnic rule in Pannonia refers to the period in the 5th century when the Huns controlled the Pannonian region of the former Roman Empire, using it as a key power base for their Central European dominion.
-
E.
Marcomannic Wars
The Marcomannic Wars were a series of mid-2nd century conflicts in which the Roman Empire fought Germanic and other tribes along the Danube frontier, severely testing imperial military strength under Emperor Marcus Aurelius.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822e283fc8190a0e4c235cf880052 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb51c84448190a1f5fa9ab8a1e2c4 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde175db5881908f88d2b3fd72bb52 |
completed | May 8, 2026, 1:13 p.m. |
Created at: April 10, 2026, 1:27 a.m.