Triple
T8226640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Classis Pannonica |
E192188
|
entity |
| Predicate | borderRegion |
P12818
|
FINISHED |
| Object | Danube frontier in Pannonia |
E197883
|
NE FINISHED |
How this triple was built (2 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: Danube frontier in Pannonia | Statement: [Classis Pannonica, borderRegion, Danube frontier in Pannonia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danube frontier in Pannonia Context triple: [Classis Pannonica, borderRegion, Danube frontier in Pannonia]
-
A.
Danubian provinces of the Roman Empire
The Danubian provinces of the Roman Empire were frontier territories along the Danube River in the Balkans that served as key military, administrative, and cultural zones between the Roman world and barbarian lands.
-
B.
Danube riverbank
The Danube riverbank is the shoreline along the Danube River, known for its scenic landscapes, recreational areas, and cultural and historical significance in the regions it borders.
-
C.
Danube limes
chosen
The Danube limes was a major fortified frontier line of the Roman Empire along the Danube River, consisting of military camps, watchtowers, and fortifications that protected its northern border in Central and Eastern Europe.
-
D.
Pannonia
Pannonia was an ancient Roman province in Central Europe, roughly corresponding to parts of modern Hungary and neighboring countries, that served as a key frontier region of the empire.
-
E.
Pannonia Valeria
Pannonia Valeria was a late Roman province formed from the division of the larger province of Pannonia in the Danube frontier region of Central Europe.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82db5b90819085d1ad7c2e27bfcc |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb77fc10f48190b7e241c89885a478 |
completed | March 31, 2026, 7:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccee140e708190bf07a63fecd08c7f |
completed | April 1, 2026, 10:06 a.m. |
Created at: March 30, 2026, 5:46 p.m.