Triple
T4996870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ventspils |
E112267
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Latvian national road P122
Latvian national road P122 is a regional highway in Latvia that connects the port city of Ventspils with nearby inland settlements and the broader national road network.
|
E484540
|
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: Latvian national road P122 | Statement: [Ventspils, roadConnection, Latvian national road P122]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Latvian national road P122 Context triple: [Ventspils, roadConnection, Latvian national road P122]
-
A.
Via Baltica (European route E67)
Via Baltica (European route E67) is a major north–south European highway connecting Central Europe with the Baltic states and Finland, serving as a key transport corridor for both regional and international traffic.
-
B.
N12 national route
The N12 national route is a major South African highway that runs roughly northeast–southwest, linking key cities such as Johannesburg, Kimberley, and George.
-
C.
Ruta D-81
Ruta D-81 is a regional Chilean roadway that serves as a key access route to the town of Salamanca in the Coquimbo Region.
-
D.
European route E12
European route E12 is an international European highway that runs from Mo i Rana in Norway through Sweden to Vaasa in Finland, facilitating cross-border transport in northern Scandinavia.
-
E.
National road 8
National road 8 is a Swiss national highway that traverses the Brünig Pass, connecting central Switzerland with the Bernese Oberland.
- 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: Latvian national road P122 Triple: [Ventspils, roadConnection, Latvian national road P122]
Generated description
Latvian national road P122 is a regional highway in Latvia that connects the port city of Ventspils with nearby inland settlements and the broader national road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Latvian national road P122 Target entity description: Latvian national road P122 is a regional highway in Latvia that connects the port city of Ventspils with nearby inland settlements and the broader national road network.
-
A.
Via Baltica (European route E67)
Via Baltica (European route E67) is a major north–south European highway connecting Central Europe with the Baltic states and Finland, serving as a key transport corridor for both regional and international traffic.
-
B.
N12 national route
The N12 national route is a major South African highway that runs roughly northeast–southwest, linking key cities such as Johannesburg, Kimberley, and George.
-
C.
Ruta D-81
Ruta D-81 is a regional Chilean roadway that serves as a key access route to the town of Salamanca in the Coquimbo Region.
-
D.
European route E12
European route E12 is an international European highway that runs from Mo i Rana in Norway through Sweden to Vaasa in Finland, facilitating cross-border transport in northern Scandinavia.
-
E.
National road 8
National road 8 is a Swiss national highway that traverses the Brünig Pass, connecting central Switzerland with the Bernese Oberland.
- 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_69bd4432b32c81909f3b3c6bd10f0653 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72a130708190b9bc1393ba78bfb1 |
completed | March 20, 2026, 4:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a3489f08190a338de8d8be09813 |
completed | March 21, 2026, 12:08 p.m. |
| NEDg | Description generation | batch_69be8ac1336c8190a3b6f5b83543dfcf |
completed | March 21, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b57411c819082fe711485fe2821 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:34 p.m.