Triple
T17556755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Italian railway network |
E427608
|
entity |
| Predicate | hasBorderCrossing |
P4105
|
FINISHED |
| Object |
Gorizia–Nova Gorica railway crossing
The Gorizia–Nova Gorica railway crossing is an international rail border point linking the Italian town of Gorizia with the Slovenian town of Nova Gorica, facilitating cross-border passenger and freight transport between the two countries.
|
E1275179
|
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: Gorizia–Nova Gorica railway crossing | Statement: [Italian railway network, hasBorderCrossing, Gorizia–Nova Gorica railway crossing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gorizia–Nova Gorica railway crossing Context triple: [Italian railway network, hasBorderCrossing, Gorizia–Nova Gorica railway crossing]
-
A.
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.
-
B.
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.
-
C.
Bregovo–Mokranje border crossing
The Bregovo–Mokranje border crossing is an international road checkpoint linking eastern Serbia and northwestern Bulgaria, facilitating cross-border travel and trade between the two countries.
-
D.
Muszyna–Plaveč rail crossing
The Muszyna–Plaveč rail crossing is an international railway border point linking southern Poland and northern Slovakia through the Carpathian region.
-
E.
Slovenski Javornik–Rijeka railway
The Slovenski Javornik–Rijeka railway is a major rail line connecting Slovenia with the Croatian port city of Rijeka, serving as an important route for both passenger and freight transport in the region.
- 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: Gorizia–Nova Gorica railway crossing Triple: [Italian railway network, hasBorderCrossing, Gorizia–Nova Gorica railway crossing]
Generated description
The Gorizia–Nova Gorica railway crossing is an international rail border point linking the Italian town of Gorizia with the Slovenian town of Nova Gorica, facilitating cross-border passenger and freight transport between the two countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gorizia–Nova Gorica railway crossing Target entity description: The Gorizia–Nova Gorica railway crossing is an international rail border point linking the Italian town of Gorizia with the Slovenian town of Nova Gorica, facilitating cross-border passenger and freight transport between the two countries.
-
A.
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.
-
B.
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.
-
C.
Bregovo–Mokranje border crossing
The Bregovo–Mokranje border crossing is an international road checkpoint linking eastern Serbia and northwestern Bulgaria, facilitating cross-border travel and trade between the two countries.
-
D.
Muszyna–Plaveč rail crossing
The Muszyna–Plaveč rail crossing is an international railway border point linking southern Poland and northern Slovakia through the Carpathian region.
-
E.
Slovenski Javornik–Rijeka railway
The Slovenski Javornik–Rijeka railway is a major rail line connecting Slovenia with the Croatian port city of Rijeka, serving as an important route for both passenger and freight transport in the region.
- 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_69d889df6dc081908f67dbadc03c07ee |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4562357b48190bde6f49df0c983c2 |
completed | April 19, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01d2948ae0819083b90516b11d2485 |
completed | May 11, 2026, 12:59 p.m. |
| NEDg | Description generation | batch_6a01d43430d481909b07d8ecc09a185f |
completed | May 11, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01d4c609fc819089147744317d4be3 |
completed | May 11, 2026, 1:08 p.m. |
Created at: April 10, 2026, 5:50 a.m.