Triple
T12710787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Persenbeug-Gottsdorf |
E303710
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Danube shipping
Danube shipping refers to the commercial and passenger transport services operating along the Danube River, a major European waterway used for trade, tourism, and regional connectivity.
|
E699104
|
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: Danube shipping | Statement: [Persenbeug-Gottsdorf, hasTransport, Danube shipping]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danube shipping Context triple: [Persenbeug-Gottsdorf, hasTransport, Danube shipping]
-
A.
Danube waterway system
The Danube waterway system is a major European inland navigation network centered on the Danube River, linking multiple countries and river basins for transport and trade.
-
B.
Danube Canal
The Danube Canal is a regulated side arm of the Danube River running through central Vienna, serving as an important urban waterway and recreational area.
-
C.
Rhine–Main–Danube Canal
The Rhine–Main–Danube Canal is a major European waterway that links the North Sea to the Black Sea by connecting the Rhine, Main, and Danube river systems for continuous inland navigation.
-
D.
DanubeRiverTransport
DanubeRiverTransport is a cross-border waterway and shipping route along the Danube River that facilitates passenger and cargo movement between Croatia and Serbia as part of the broader European inland navigation network.
-
E.
international commission for navigation of the Danube
The international commission for navigation of the Danube was a multinational river authority created in the 19th century to regulate and ensure free and safe navigation along the Danube River.
- 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: Danube shipping Triple: [Persenbeug-Gottsdorf, hasTransport, Danube shipping]
Generated description
Danube shipping refers to the commercial and passenger transport services operating along the Danube River, a major European waterway used for trade, tourism, and regional connectivity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danube shipping Target entity description: Danube shipping refers to the commercial and passenger transport services operating along the Danube River, a major European waterway used for trade, tourism, and regional connectivity.
-
A.
Danube waterway system
chosen
The Danube waterway system is a major European inland navigation network centered on the Danube River, linking multiple countries and river basins for transport and trade.
-
B.
Danube Canal
The Danube Canal is a regulated side arm of the Danube River running through central Vienna, serving as an important urban waterway and recreational area.
-
C.
Rhine–Main–Danube Canal
The Rhine–Main–Danube Canal is a major European waterway that links the North Sea to the Black Sea by connecting the Rhine, Main, and Danube river systems for continuous inland navigation.
-
D.
DanubeRiverTransport
DanubeRiverTransport is a cross-border waterway and shipping route along the Danube River that facilitates passenger and cargo movement between Croatia and Serbia as part of the broader European inland navigation network.
-
E.
international commission for navigation of the Danube
The international commission for navigation of the Danube was a multinational river authority created in the 19th century to regulate and ensure free and safe navigation along the Danube River.
- F. None of above.
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_69d7bdf084148190ab9d513dc0735af4 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96207b2d881908314efc3e350aa78 |
completed | April 10, 2026, 8:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671b8f43081909d4a8e4241c813a1 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f672ac07908190bd2dfe90d55a13c1 |
completed | May 2, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67360b530819085d5db2aa0b7513d |
completed | May 2, 2026, 9:57 p.m. |
Created at: April 9, 2026, 5:23 p.m.