Triple
T15815983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Šempeter–Vrtojba |
E383477
|
entity |
| Predicate | hasTransportConnection |
P845
|
FINISHED |
| Object |
H4 expressway (Slovenia)
The H4 expressway in Slovenia is a major road linking the Italian border near Šempeter–Vrtojba with the Slovenian motorway network, facilitating regional and international traffic.
|
E1178383
|
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: H4 expressway (Slovenia) | Statement: [Šempeter–Vrtojba, hasTransportConnection, H4 expressway (Slovenia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: H4 expressway (Slovenia) Context triple: [Šempeter–Vrtojba, hasTransportConnection, H4 expressway (Slovenia)]
-
A.
N4 highway
The N4 highway is a major east–west route in South Africa and Mozambique that forms part of the Maputo Corridor, linking inland economic hubs with the port city of Maputo.
-
B.
E80 motorway
The E80 motorway is a major trans-European route that runs from Portugal across southern Europe and the Balkans toward Turkey, serving as an important international corridor for trade and travel.
-
C.
D8 Adriatic Highway
The D8 Adriatic Highway is a major coastal road in Croatia that runs along the Adriatic Sea, connecting numerous coastal towns and tourist destinations.
-
D.
Croatian A6 motorway
The Croatian A6 motorway is a major highway in Croatia that forms a key part of the route connecting the capital Zagreb with the coastal city of Rijeka, traversing the mountainous Gorski Kotar region.
-
E.
SH4 highway
The SH4 highway is a major Albanian roadway that connects the coastal city of Vlorë with other key urban centers and transport routes in the country.
- 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: H4 expressway (Slovenia) Triple: [Šempeter–Vrtojba, hasTransportConnection, H4 expressway (Slovenia)]
Generated description
The H4 expressway in Slovenia is a major road linking the Italian border near Šempeter–Vrtojba with the Slovenian motorway network, facilitating regional and international traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: H4 expressway (Slovenia) Target entity description: The H4 expressway in Slovenia is a major road linking the Italian border near Šempeter–Vrtojba with the Slovenian motorway network, facilitating regional and international traffic.
-
A.
N4 highway
The N4 highway is a major east–west route in South Africa and Mozambique that forms part of the Maputo Corridor, linking inland economic hubs with the port city of Maputo.
-
B.
E80 motorway
The E80 motorway is a major trans-European route that runs from Portugal across southern Europe and the Balkans toward Turkey, serving as an important international corridor for trade and travel.
-
C.
D8 Adriatic Highway
The D8 Adriatic Highway is a major coastal road in Croatia that runs along the Adriatic Sea, connecting numerous coastal towns and tourist destinations.
-
D.
Croatian A6 motorway
The Croatian A6 motorway is a major highway in Croatia that forms a key part of the route connecting the capital Zagreb with the coastal city of Rijeka, traversing the mountainous Gorski Kotar region.
-
E.
SH4 highway
The SH4 highway is a major Albanian roadway that connects the coastal city of Vlorë with other key urban centers and transport routes in the country.
- 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_69d86da2858c819090cc8481e7207b6e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0c4a306a48190840adc49df2c26c5 |
completed | April 16, 2026, 11:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff99959f048190ae24a072387ec233 |
completed | May 9, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69ff9ad6b29081909ff2abb2c4d866a4 |
completed | May 9, 2026, 8:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff9b443280819088dbf18f7c57406b |
completed | May 9, 2026, 8:38 p.m. |
Created at: April 10, 2026, 4:49 a.m.