Triple
T11445712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Legio IV Flavia Felix |
E271257
|
entity |
| Predicate | participatedIn |
P149
|
FINISHED |
| Object |
Roman–Sarmatian conflicts
The Roman–Sarmatian conflicts were a series of military confrontations between the Roman Empire and the Sarmatian tribes along the Danube frontier, marked by cavalry warfare and recurring clashes over control of the Balkan and Pannonian regions.
|
E937933
|
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–Sarmatian conflicts | Statement: [Legio IV Flavia Felix, participatedIn, Roman–Sarmatian conflicts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roman–Sarmatian conflicts Context triple: [Legio IV Flavia Felix, participatedIn, Roman–Sarmatian conflicts]
-
A.
Roman–Parthian Wars
The Roman–Parthian Wars were a series of protracted military conflicts between the Roman Empire and the Parthian Empire over dominance in the Near East from the 1st century BCE to the 3rd century CE.
-
B.
Roman–Pontic conflicts
The Roman–Pontic conflicts were a series of wars in the 1st century BC between the expanding Roman Republic and the Kingdom of Pontus under Mithridates VI, which reshaped power dynamics in the eastern Mediterranean.
-
C.
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.
-
D.
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.
-
E.
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.
- 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–Sarmatian conflicts Triple: [Legio IV Flavia Felix, participatedIn, Roman–Sarmatian conflicts]
Generated description
The Roman–Sarmatian conflicts were a series of military confrontations between the Roman Empire and the Sarmatian tribes along the Danube frontier, marked by cavalry warfare and recurring clashes over control of the Balkan and Pannonian regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roman–Sarmatian conflicts Target entity description: The Roman–Sarmatian conflicts were a series of military confrontations between the Roman Empire and the Sarmatian tribes along the Danube frontier, marked by cavalry warfare and recurring clashes over control of the Balkan and Pannonian regions.
-
A.
Roman–Parthian Wars
The Roman–Parthian Wars were a series of protracted military conflicts between the Roman Empire and the Parthian Empire over dominance in the Near East from the 1st century BCE to the 3rd century CE.
-
B.
Roman–Pontic conflicts
The Roman–Pontic conflicts were a series of wars in the 1st century BC between the expanding Roman Republic and the Kingdom of Pontus under Mithridates VI, which reshaped power dynamics in the eastern Mediterranean.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d6aadff8888190a13f253f0d460874 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8088a66f48190b2b4a56cd62097cf |
completed | April 9, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee866bb71c819091573965f7cf0dee |
completed | April 26, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69eeb310e04c8190a1004662d5bbc015 |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eee95dfff48190a3c3022cdfc6dafc |
completed | April 27, 2026, 4:43 a.m. |
Created at: April 8, 2026, 9:35 p.m.