Triple
T14662120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Late Roman–Hunnic conflicts |
E344270
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object |
Hunnic invasions of the Balkans
The Hunnic invasions of the Balkans were a series of devastating 4th- and 5th-century incursions by Hunnic forces into Roman Balkan provinces that destabilized the region and pressured the late Roman Empire.
|
E1115483
|
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: Hunnic invasions of the Balkans | Statement: [Late Roman–Hunnic conflicts, significantEvent, Hunnic invasions of the Balkans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunnic invasions of the Balkans Context triple: [Late Roman–Hunnic conflicts, significantEvent, Hunnic invasions of the Balkans]
-
A.
Hunnic invasions of Gaul
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.
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.
-
C.
Gothic War (376–382)
The Gothic War (376–382) was a late 4th-century conflict between the Eastern Roman Empire and Gothic tribes that culminated in the catastrophic Roman defeat at the Battle of Adrianople and reshaped imperial-Gothic relations.
-
D.
Second Norman invasion of the Balkans
The Second Norman invasion of the Balkans was a late 11th-century military campaign in which Norman forces from southern Italy attacked and temporarily captured key Byzantine territories in the western Balkans.
-
E.
Hungarian conquest of the Carpathian Basin
The Hungarian conquest of the Carpathian Basin was the late 9th-century migration and military campaign through which the Magyar tribes occupied and established their homeland in Central Europe, laying the foundations of the medieval Kingdom of Hungary.
- 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: Hunnic invasions of the Balkans Triple: [Late Roman–Hunnic conflicts, significantEvent, Hunnic invasions of the Balkans]
Generated description
The Hunnic invasions of the Balkans were a series of devastating 4th- and 5th-century incursions by Hunnic forces into Roman Balkan provinces that destabilized the region and pressured the late Roman Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunnic invasions of the Balkans Target entity description: The Hunnic invasions of the Balkans were a series of devastating 4th- and 5th-century incursions by Hunnic forces into Roman Balkan provinces that destabilized the region and pressured the late Roman Empire.
-
A.
Hunnic invasions of Gaul
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.
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.
-
C.
Gothic War (376–382)
The Gothic War (376–382) was a late 4th-century conflict between the Eastern Roman Empire and Gothic tribes that culminated in the catastrophic Roman defeat at the Battle of Adrianople and reshaped imperial-Gothic relations.
-
D.
Second Norman invasion of the Balkans
The Second Norman invasion of the Balkans was a late 11th-century military campaign in which Norman forces from southern Italy attacked and temporarily captured key Byzantine territories in the western Balkans.
-
E.
Hungarian conquest of the Carpathian Basin
The Hungarian conquest of the Carpathian Basin was the late 9th-century migration and military campaign through which the Magyar tribes occupied and established their homeland in Central Europe, laying the foundations of the medieval Kingdom of Hungary.
- 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_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_69fdf07c7fa88190bb09f2f444d69786 |
completed | May 8, 2026, 2:17 p.m. |
| NEDg | Description generation | batch_69fdf2843a1c8190a14f4ac4d3157e05 |
completed | May 8, 2026, 2:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdf35ce9c48190b3a107bda3ffd126 |
completed | May 8, 2026, 2:29 p.m. |
Created at: April 10, 2026, 1:27 a.m.