Triple
T3276077
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of the Catalaunian Plains |
E68760
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E344269
|
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 Gaul | Statement: [Battle of the Catalaunian Plains, partOf, Hunnic invasions of Gaul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hunnic invasions of Gaul Context triple: [Battle of the Catalaunian Plains, partOf, Hunnic invasions of Gaul]
-
A.
Roman conquest of Gaul
The Roman conquest of Gaul was Julius Caesar’s campaign in the 1st century BCE that brought most of modern France and neighboring regions under Roman control, dramatically expanding the Roman Republic’s territory and influence in Western Europe.
-
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.
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.
-
D.
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.
-
E.
Roman conquest of the Alps
The Roman conquest of the Alps was a series of military campaigns by the Roman Republic and early Empire to subdue and annex the Alpine tribes, securing key transalpine routes and integrating the region into Roman rule.
- 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 Gaul Triple: [Battle of the Catalaunian Plains, partOf, Hunnic invasions of Gaul]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hunnic invasions of Gaul Target entity description: 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.
-
A.
Roman conquest of Gaul
The Roman conquest of Gaul was Julius Caesar’s campaign in the 1st century BCE that brought most of modern France and neighboring regions under Roman control, dramatically expanding the Roman Republic’s territory and influence in Western Europe.
-
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.
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.
-
D.
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.
-
E.
Roman conquest of the Alps
The Roman conquest of the Alps was a series of military campaigns by the Roman Republic and early Empire to subdue and annex the Alpine tribes, securing key transalpine routes and integrating the region into Roman rule.
- 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_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_69b2e8462a0c8190aba2330da6c49ecf |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e9448fa881909001b6c39333359f |
completed | March 12, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e9a10e2c8190ba67635ae2425470 |
completed | March 12, 2026, 4:28 p.m. |
Created at: March 8, 2026, 3:10 p.m.