Triple
T7634124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ljubljana Railway Station |
E172830
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Slovenian railway network
The Slovenian railway network is the national rail system of Slovenia, connecting major cities and regions domestically and with neighboring countries through passenger and freight services.
|
E678457
|
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: Slovenian railway network | Statement: [Ljubljana Railway Station, partOf, Slovenian railway network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slovenian railway network Context triple: [Ljubljana Railway Station, partOf, Slovenian railway network]
-
A.
Croatian railway network
The Croatian railway network is the national rail system of Croatia, centered on Zagreb and connecting major cities and regions domestically and with neighboring countries.
-
B.
Slovenian road network
The Slovenian road network is the national system of motorways, expressways, and regional roads that links cities and towns across Slovenia and connects the country to neighboring European transport corridors.
-
C.
Udine–Tarvisio railway
The Udine–Tarvisio railway is a major rail line in northeastern Italy that connects the city of Udine with the Alpine border area near Austria and Slovenia, serving as an important international transit route.
-
D.
Adriatic railway line
The Adriatic railway line is a major Italian coastal rail route running along the Adriatic Sea, connecting numerous cities and towns from the north to the south of the country.
-
E.
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.
- 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: Slovenian railway network Triple: [Ljubljana Railway Station, partOf, Slovenian railway network]
Generated description
The Slovenian railway network is the national rail system of Slovenia, connecting major cities and regions domestically and with neighboring countries through passenger and freight services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slovenian railway network Target entity description: The Slovenian railway network is the national rail system of Slovenia, connecting major cities and regions domestically and with neighboring countries through passenger and freight services.
-
A.
Croatian railway network
The Croatian railway network is the national rail system of Croatia, centered on Zagreb and connecting major cities and regions domestically and with neighboring countries.
-
B.
Slovenian road network
The Slovenian road network is the national system of motorways, expressways, and regional roads that links cities and towns across Slovenia and connects the country to neighboring European transport corridors.
-
C.
Udine–Tarvisio railway
The Udine–Tarvisio railway is a major rail line in northeastern Italy that connects the city of Udine with the Alpine border area near Austria and Slovenia, serving as an important international transit route.
-
D.
Adriatic railway line
The Adriatic railway line is a major Italian coastal rail route running along the Adriatic Sea, connecting numerous cities and towns from the north to the south of the country.
-
E.
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.
- 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_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. |
| NEDg | Description generation | batch_69c87573c220819089e4f10f48669145 |
completed | March 29, 2026, 12:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c875e583708190b6d94d915b3461cb |
completed | March 29, 2026, 12:44 a.m. |
Created at: March 27, 2026, 3:57 p.m.