Triple
T5074451
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maribor |
E114358
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Maribor railway station
Maribor railway station is the main passenger and freight rail hub serving the city of Maribor in northeastern Slovenia.
|
E491664
|
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: Maribor railway station | Statement: [Maribor, hasRailwayStation, Maribor railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maribor railway station Context triple: [Maribor, hasRailwayStation, Maribor railway station]
-
A.
Ljubljana Railway Station
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.
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.
-
C.
Gorizia railway station
Gorizia railway station is the main train station serving the city of Gorizia in northeastern Italy, providing regional and intercity rail connections.
-
D.
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.
-
E.
Udine railway station
Udine railway station is the main rail transport hub in the city of Udine in northeastern Italy, serving regional, national, and international train services.
- 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: Maribor railway station Triple: [Maribor, hasRailwayStation, Maribor railway station]
Generated description
Maribor railway station is the main passenger and freight rail hub serving the city of Maribor in northeastern Slovenia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maribor railway station Target entity description: Maribor railway station is the main passenger and freight rail hub serving the city of Maribor in northeastern Slovenia.
-
A.
Ljubljana Railway Station
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.
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.
-
C.
Gorizia railway station
Gorizia railway station is the main train station serving the city of Gorizia in northeastern Italy, providing regional and intercity rail connections.
-
D.
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.
-
E.
Udine railway station
Udine railway station is the main rail transport hub in the city of Udine in northeastern Italy, serving regional, national, and international train services.
- 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_69bd443cf28c8190ad371d603563dbdd |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74d0be1c819081b26235fe602a30 |
completed | March 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb11b3f3c819089f09178f17940c5 |
completed | March 21, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69beb1a445f48190b3318d816830e1a6 |
completed | March 21, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb23f789c8190811ee9e43327196c |
completed | March 21, 2026, 2:59 p.m. |
Created at: March 20, 2026, 1:39 p.m.