Triple
T9486847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | limitanei |
E228782
|
entity |
| Predicate | geographicalDeployment |
P82760
|
FINISHED |
| Object | Danube frontier |
E720525
|
NE FINISHED |
How this triple was built (3 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 | Statement: [limitanei, geographicalDeployment, Danube frontier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danube frontier Context triple: [limitanei, geographicalDeployment, Danube frontier]
-
A.
Danubian frontier
chosen
The Danubian frontier was a key defensive and military boundary of the Roman Empire along the Danube River, guarding its central and eastern European provinces from external threats.
-
B.
Transylvanian Military Frontier
The Transylvanian Military Frontier was a militarized border zone of the Habsburg Monarchy in Transylvania, organized for defense against the Ottoman Empire and settled by communities with special military obligations.
-
C.
Rhine frontier
The Rhine frontier was the militarized boundary of the Roman Empire along the River Rhine, serving as a key defensive line and staging ground for campaigns into Germania.
-
D.
Hungarian–Ottoman frontier
The Hungarian–Ottoman frontier was the militarized border zone between the Habsburg Kingdom of Hungary and the Ottoman Empire, marked by frequent skirmishes, sieges, and shifting control from the 16th to 17th centuries.
-
E.
Transdanubia
Transdanubia is the western region of Hungary lying beyond the Danube River, known for its varied landscapes, historic towns, and role as a major World War II battleground.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: geographicalDeployment Context triple: [limitanei, geographicalDeployment, Danube frontier]
-
A.
geographicDistribution
Indicates the spatial range or area over which something occurs, exists, or is found.
-
B.
geographicAreaOfSupport
Indicates the geographic region or area within which support, assistance, or services are provided or applicable.
-
C.
deploymentLocation
chosen
Indicates the place or environment where something (such as a system, resource, or component) is deployed or put into operational use.
-
D.
geographicContext
Indicates that one entity is situated within, associated with, or characterized by the geographic setting or region defined by another entity.
-
E.
geographicalRepresentation
Indicates that one entity serves as a geographic depiction, model, or mapping of another entity’s location, area, or spatial characteristics.
- F. None of above.
Provenance (4 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_69ca847424f081908180305555139f7a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd8051303881909566126a2688e41c |
completed | April 1, 2026, 8:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12d1326b8819084c6d9490b7a96dc |
completed | April 4, 2026, 3:24 p.m. |
| PD | Predicate disambiguation | batch_69cca561e6b0819090aa795f3c3a2083 |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 7:55 p.m.