Triple
T5288298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hungarian motorway network |
E119677
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
M85 motorway (Hungary)
The M85 motorway is a major Hungarian expressway that connects the city of Győr with Sopron and the Austrian border, improving regional and international transport links in western Hungary.
|
E510566
|
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: M85 motorway (Hungary) | Statement: [Hungarian motorway network, hasComponent, M85 motorway (Hungary)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M85 motorway (Hungary) Context triple: [Hungarian motorway network, hasComponent, M85 motorway (Hungary)]
-
A.
M8 motorway (Hungary)
The M8 motorway in Hungary is a developing east–west route intended to connect the M7 and M5 motorways and form part of a larger trans-European transport corridor.
-
B.
M5 motorway (Hungary)
The M5 motorway in Hungary is a major controlled-access highway that connects Budapest with the southern city of Szeged and continues toward the Serbian border, serving as a key route for domestic and international traffic.
-
C.
M1 motorway (Hungary)
The M1 motorway in Hungary is a major east–west highway linking the capital Budapest with the Austrian border and forming part of the key European route between Central and Western Europe.
-
D.
M7 motorway (Hungary)
The M7 motorway in Hungary is a major highway that connects Budapest with the southwestern region of the country and continues toward the Croatian border, serving as a key route to Lake Balaton and the Adriatic.
-
E.
M9 motorway (Hungary)
The M9 motorway in Hungary is a partially completed east–west bypass route intended to connect several major motorways across the southern part of the country, easing transit and reducing congestion around Budapest.
- 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: M85 motorway (Hungary) Triple: [Hungarian motorway network, hasComponent, M85 motorway (Hungary)]
Generated description
The M85 motorway is a major Hungarian expressway that connects the city of Győr with Sopron and the Austrian border, improving regional and international transport links in western Hungary.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M85 motorway (Hungary) Target entity description: The M85 motorway is a major Hungarian expressway that connects the city of Győr with Sopron and the Austrian border, improving regional and international transport links in western Hungary.
-
A.
M8 motorway (Hungary)
The M8 motorway in Hungary is a developing east–west route intended to connect the M7 and M5 motorways and form part of a larger trans-European transport corridor.
-
B.
M5 motorway (Hungary)
The M5 motorway in Hungary is a major controlled-access highway that connects Budapest with the southern city of Szeged and continues toward the Serbian border, serving as a key route for domestic and international traffic.
-
C.
M1 motorway (Hungary)
The M1 motorway in Hungary is a major east–west highway linking the capital Budapest with the Austrian border and forming part of the key European route between Central and Western Europe.
-
D.
M7 motorway (Hungary)
The M7 motorway in Hungary is a major highway that connects Budapest with the southwestern region of the country and continues toward the Croatian border, serving as a key route to Lake Balaton and the Adriatic.
-
E.
M9 motorway (Hungary)
The M9 motorway in Hungary is a partially completed east–west bypass route intended to connect several major motorways across the southern part of the country, easing transit and reducing congestion around Budapest.
- 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_69bd446de5648190b313a90bd96730d2 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84db300c8190a63ac51552f0e9a6 |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf10dfc2948190b65f5e4c9388a5cb |
completed | March 21, 2026, 9:42 p.m. |
| NEDg | Description generation | batch_69bf11d5d22c819090bb78a9a5a941b6 |
completed | March 21, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf124135f88190b4be475a4feecbad |
completed | March 21, 2026, 9:48 p.m. |
Created at: March 20, 2026, 1:52 p.m.