Triple
T3276104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of the Catalaunian Plains |
E68760
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Hunnic campaigns in Eastern Gaul |
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 campaigns in Eastern Gaul | Statement: [Battle of the Catalaunian Plains, precededBy, Hunnic campaigns in Eastern Gaul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunnic campaigns in Eastern Gaul Context triple: [Battle of the Catalaunian Plains, precededBy, Hunnic campaigns in Eastern Gaul]
-
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.
Dacian Wars
The Dacian Wars were a series of early 2nd-century Roman military campaigns in which Emperor Trajan conquered the Dacian kingdom, expanding the Roman Empire and securing its northeastern frontier.
-
C.
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.
-
D.
Saxon Wars
The Saxon Wars were a series of late 8th- and early 9th-century campaigns in which Charlemagne and the Frankish Empire fought to conquer and Christianize the pagan Saxon tribes in northern Germany.
-
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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0110f1c8190ae60708b686cbbf9 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3c764548190ac3c90da3763ac62 |
completed | March 12, 2026, 5:11 p.m. |
Created at: March 8, 2026, 3:10 p.m.