Triple
T2055849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roman–Germanic wars |
E45671
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Frankish–Roman conflicts
The Frankish–Roman conflicts were a series of late antiquity military and political struggles between the expanding Frankish tribes and the weakening Western Roman Empire that helped shape the transition from Roman to medieval European power structures.
|
E45671
|
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: Frankish–Roman conflicts | Statement: [Roman–Germanic wars, hasPart, Frankish–Roman conflicts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frankish–Roman conflicts Context triple: [Roman–Germanic wars, hasPart, Frankish–Roman conflicts]
-
A.
Visigothic–Roman conflicts
The Visigothic–Roman conflicts were a series of late Roman Empire wars and tensions between the Visigothic tribes and Roman authorities that destabilized imperial control and culminated in events such as the 410 sack of Rome.
-
B.
Roman–Germanic wars
The Roman–Germanic wars were a series of protracted military conflicts between the Roman Empire and various Germanic tribes that shaped the political and cultural landscape of ancient Europe.
-
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.
Burgundian Wars
The Burgundian Wars were a series of late 15th-century conflicts in which the Swiss Confederacy and its allies defeated the powerful Duchy of Burgundy, reshaping the political landscape of Western Europe.
-
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. 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: Frankish–Roman conflicts Triple: [Roman–Germanic wars, hasPart, Frankish–Roman conflicts]
Generated description
The Frankish–Roman conflicts were a series of late antiquity military and political struggles between the expanding Frankish tribes and the weakening Western Roman Empire that helped shape the transition from Roman to medieval European power structures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frankish–Roman conflicts Target entity description: The Frankish–Roman conflicts were a series of late antiquity military and political struggles between the expanding Frankish tribes and the weakening Western Roman Empire that helped shape the transition from Roman to medieval European power structures.
-
A.
Visigothic–Roman conflicts
The Visigothic–Roman conflicts were a series of late Roman Empire wars and tensions between the Visigothic tribes and Roman authorities that destabilized imperial control and culminated in events such as the 410 sack of Rome.
-
B.
Roman–Germanic wars
chosen
The Roman–Germanic wars were a series of protracted military conflicts between the Roman Empire and various Germanic tribes that shaped the political and cultural landscape of ancient Europe.
-
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.
Burgundian Wars
The Burgundian Wars were a series of late 15th-century conflicts in which the Swiss Confederacy and its allies defeated the powerful Duchy of Burgundy, reshaping the political landscape of Western Europe.
-
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.
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_69a8891a19508190a12ef1e192308dcb |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9a9ce548190a5a3488fafb2e79e |
completed | March 7, 2026, 5:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae200eb09881908bbfe47ebb62f55e |
completed | March 9, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69ae20cb479c8190853d0d954af16887 |
completed | March 9, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae21614e74819093617a355f0857c8 |
completed | March 9, 2026, 1:24 a.m. |
Created at: March 4, 2026, 7:40 p.m.