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.