Triple
T358582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marcomannic Wars |
E7598
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
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: Roman–Germanic wars | Statement: [Marcomannic Wars, partOf, Roman–Germanic wars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roman–Germanic wars Context triple: [Marcomannic Wars, partOf, Roman–Germanic wars]
-
A.
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.
-
B.
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.
-
C.
Punic Wars
The Punic Wars were a series of three major conflicts between ancient Rome and Carthage that ultimately led to Roman dominance over the western Mediterranean.
-
D.
Roman civil wars
The Roman civil wars were a series of internal conflicts during the late Roman Republic in which rival political and military leaders, culminating in the struggle between Octavian and Mark Antony, fought for supreme control of Rome and ultimately paved the way for the Roman Empire.
-
E.
Italian Wars
The Italian Wars were a series of major conflicts from the late 15th to mid-16th century in which France, Spain, the Holy Roman Empire, and other European powers fought for control of the Italian peninsula, reshaping the political map of Europe.
- 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: Roman–Germanic wars Triple: [Marcomannic Wars, partOf, Roman–Germanic wars]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roman–Germanic wars Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Punic Wars
The Punic Wars were a series of three major conflicts between ancient Rome and Carthage that ultimately led to Roman dominance over the western Mediterranean.
-
D.
Roman civil wars
The Roman civil wars were a series of internal conflicts during the late Roman Republic in which rival political and military leaders, culminating in the struggle between Octavian and Mark Antony, fought for supreme control of Rome and ultimately paved the way for the Roman Empire.
-
E.
Italian Wars
The Italian Wars were a series of major conflicts from the late 15th to mid-16th century in which France, Spain, the Holy Roman Empire, and other European powers fought for control of the Italian peninsula, reshaping the political map of Europe.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebb0e348819086e3ccd96c7b129e |
completed | Feb. 28, 2026, 1:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e57647d481908d42b10ddebf3ff7 |
completed | March 1, 2026, 7:06 a.m. |
| NEDg | Description generation | batch_69a3e61ad63c8190940eaba657cd3df2 |
completed | March 1, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3e668e05c8190ba92c581622756df |
completed | March 1, 2026, 7:10 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.