Triple
T7634014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Slovenia |
E172827
|
entity |
| Predicate | hasTransportHub |
P2413
|
FINISHED |
| Object | Ljubljana railway junction |
E172830
|
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: Ljubljana railway junction | Statement: [Central Slovenia, hasTransportHub, Ljubljana railway junction]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ljubljana railway junction Context triple: [Central Slovenia, hasTransportHub, Ljubljana railway junction]
-
A.
Ljubljana Railway Station
chosen
Ljubljana Railway Station is the main railway hub of Slovenia’s capital city, serving as a central point for national and international train connections.
-
B.
Maribor railway station
Maribor railway station is the main passenger and freight rail hub serving the city of Maribor in northeastern Slovenia.
-
C.
Villach railway junction
Villach railway junction is a major Austrian rail hub in the city of Villach, serving as a key crossroads for national and international train connections in the state of Carinthia.
-
D.
Nova Gorica railway station
Nova Gorica railway station is the main rail transport hub serving the town of Nova Gorica in western Slovenia, near the Italian border.
-
E.
Velenje
Velenje is a modern industrial town in northern Slovenia known for its coal mining heritage, large lakeside recreational area, and one of the largest Tito statues in the world.
- 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_69c69952849881908fdcea7a93bfc307 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6faa72f2881908479049dd8d181a4 |
completed | March 27, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c870be4e18819089781c7493dea13b |
completed | March 29, 2026, 12:22 a.m. |
Created at: March 27, 2026, 3:57 p.m.