Triple
T62440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roman Empire |
E1239
|
entity |
| Predicate | majorConflict |
P1406
|
FINISHED |
| Object |
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.
|
E7598
|
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: Marcomannic Wars | Statement: [Roman Empire, majorConflict, Marcomannic Wars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marcomannic Wars Context triple: [Roman Empire, majorConflict, Marcomannic Wars]
-
A.
Jewish–Roman wars
The Jewish–Roman wars were a series of major rebellions by the Jews of Judea against Roman rule between the 1st and 2nd centuries CE, culminating in widespread destruction, mass casualties, and the dispersion of much of the Jewish population.
-
B.
Crisis of the Third Century
The Crisis of the Third Century was a period of severe political instability, military upheaval, economic collapse, and external invasion that nearly caused the disintegration of the Roman Empire between roughly 235 and 284 CE.
-
C.
Battle of the Milvian Bridge
The Battle of the Milvian Bridge (312 CE) was a decisive clash between Constantine and Maxentius near Rome, famous for Constantine’s reported vision that led to his adoption of the Christian symbol and helped pave the way for the Roman Empire’s Christianization.
-
D.
Battle of Hel
The Battle of Hel was a World War II engagement in which Polish forces defended the Hel Peninsula against German attacks during the 1939 campaign in Poland.
-
E.
Gothic War
The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in 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: Marcomannic Wars Triple: [Roman Empire, majorConflict, Marcomannic Wars]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marcomannic Wars Target entity description: 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.
-
A.
Jewish–Roman wars
The Jewish–Roman wars were a series of major rebellions by the Jews of Judea against Roman rule between the 1st and 2nd centuries CE, culminating in widespread destruction, mass casualties, and the dispersion of much of the Jewish population.
-
B.
Crisis of the Third Century
The Crisis of the Third Century was a period of severe political instability, military upheaval, economic collapse, and external invasion that nearly caused the disintegration of the Roman Empire between roughly 235 and 284 CE.
-
C.
Battle of the Milvian Bridge
The Battle of the Milvian Bridge (312 CE) was a decisive clash between Constantine and Maxentius near Rome, famous for Constantine’s reported vision that led to his adoption of the Christian symbol and helped pave the way for the Roman Empire’s Christianization.
-
D.
Battle of Hel
The Battle of Hel was a World War II engagement in which Polish forces defended the Hel Peninsula against German attacks during the 1939 campaign in Poland.
-
E.
Gothic War
The Gothic War was a series of late Roman-era conflicts between the Eastern Roman Empire and various Gothic peoples that significantly weakened imperial power and reshaped the balance of forces in 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_69a24ba4f760819081f6638a3c70538a |
completed | Feb. 28, 2026, 1:57 a.m. |
| NER | Named-entity recognition | batch_69a25679e0688190bc0360314af3ef46 |
completed | Feb. 28, 2026, 2:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a262406a6c81909be211fb2418ccbb |
completed | Feb. 28, 2026, 3:34 a.m. |
| NEDg | Description generation | batch_69a262d263508190a5924595c1a7ad28 |
completed | Feb. 28, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2633ee14c8190bfc1a09ebf9e4efc |
completed | Feb. 28, 2026, 3:38 a.m. |
Created at: Feb. 28, 2026, 2:02 a.m.