Triple
T7608271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hungarian Sea |
E180163
|
entity |
| Predicate | linkedToTransport |
P37664
|
FINISHED |
| Object |
Balaton ferries
Balaton ferries are passenger and vehicle ferry services operating across Lake Balaton in Hungary, connecting key towns and supporting both local transport and tourism.
|
E676743
|
NE FINISHED |
How this triple was built (5 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: Balaton ferries | Statement: [Hungarian Sea, linkedToTransport, Balaton ferries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balaton ferries Context triple: [Hungarian Sea, linkedToTransport, Balaton ferries]
-
A.
Balatonfüred
Balatonfüred is a historic Hungarian resort town and spa destination on the northern shore of Lake Balaton, known for its promenades, sailing, and mineral springs.
-
B.
Keszthely Pier
Keszthely Pier is a popular lakeside promenade and docking point on the shore of Lake Balaton in the Hungarian town of Keszthely, known for its scenic views and recreational activities.
-
C.
Konstanz–Meersburg ferry
The Konstanz–Meersburg ferry is a major car and passenger ferry route across Lake Constance in southern Germany, linking the city of Konstanz with the town of Meersburg and providing an important regional transport connection.
-
D.
Friedrichshafen–Romanshorn ferry
The Friedrichshafen–Romanshorn ferry is a cross-border car and passenger ferry service linking the German town of Friedrichshafen with the Swiss town of Romanshorn across Lake Constance.
-
E.
Hévíz
Hévíz is a Hungarian spa town famous for its large natural thermal lake and wellness tourism.
- 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: Balaton ferries Triple: [Hungarian Sea, linkedToTransport, Balaton ferries]
Generated description
Balaton ferries are passenger and vehicle ferry services operating across Lake Balaton in Hungary, connecting key towns and supporting both local transport and tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balaton ferries Target entity description: Balaton ferries are passenger and vehicle ferry services operating across Lake Balaton in Hungary, connecting key towns and supporting both local transport and tourism.
-
A.
Balatonfüred
Balatonfüred is a historic Hungarian resort town and spa destination on the northern shore of Lake Balaton, known for its promenades, sailing, and mineral springs.
-
B.
Keszthely Pier
Keszthely Pier is a popular lakeside promenade and docking point on the shore of Lake Balaton in the Hungarian town of Keszthely, known for its scenic views and recreational activities.
-
C.
Konstanz–Meersburg ferry
The Konstanz–Meersburg ferry is a major car and passenger ferry route across Lake Constance in southern Germany, linking the city of Konstanz with the town of Meersburg and providing an important regional transport connection.
-
D.
Friedrichshafen–Romanshorn ferry
The Friedrichshafen–Romanshorn ferry is a cross-border car and passenger ferry service linking the German town of Friedrichshafen with the Swiss town of Romanshorn across Lake Constance.
-
E.
Hévíz
Hévíz is a Hungarian spa town famous for its large natural thermal lake and wellness tourism.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: linkedToTransport Context triple: [Hungarian Sea, linkedToTransport, Balaton ferries]
-
A.
hasTransportationRelation
Indicates a relationship in which one entity provides, uses, is connected by, or is otherwise associated with a means or mode of transportation to another entity or location.
-
B.
transportInterface
Indicates a relationship where one entity serves as the medium or mechanism through which another entity is transported or conveyed.
-
C.
transportConnectionTo
chosen
Indicates a relationship where one entity provides or participates in a means of transportation that connects or leads to another entity.
-
D.
usesTransport
Indicates that an entity employs or relies on a particular mode or means of transportation to move from one place to another.
-
E.
hasTransportRoute
Indicates that there exists a designated transportation connection or route linking one entity to another.
- F. None of above.
Provenance (6 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_69c69f3567008190ab01d2ca7b53584a |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6fa1de8a4819091f9e9347835ce16 |
completed | March 27, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8685c050c8190b05fa19c9ae2c827 |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c869e90ccc8190a3dce61632e0c98d |
completed | March 28, 2026, 11:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86a8a46608190bd43dd439f9ca97c |
completed | March 28, 2026, 11:55 p.m. |
| PD | Predicate disambiguation | batch_69c6f4e485f88190910b39da52a955fe |
completed | March 27, 2026, 9:21 p.m. |
Created at: March 27, 2026, 3:54 p.m.