Triple

T5556325
Position Surface form Disambiguated ID Type / Status
Subject Croatia and Serbia E145650 entity
Predicate areLinkedBy P37 FINISHED
Object DanubeRiverTransport
DanubeRiverTransport is a cross-border waterway and shipping route along the Danube River that facilitates passenger and cargo movement between Croatia and Serbia as part of the broader European inland navigation network.
 E533424 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: DanubeRiverTransport | Statement: [Croatia and Serbia, areLinkedBy, DanubeRiverTransport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DanubeRiverTransport
Context triple: [Croatia and Serbia, areLinkedBy, DanubeRiverTransport]
  • A. international commission for navigation of the Danube
    The international commission for navigation of the Danube was a multinational river authority created in the 19th century to regulate and ensure free and safe navigation along the Danube River.
  • B. Danube Bend
    The Danube Bend is a picturesque, historically rich stretch of the Danube River in Hungary, known for its scenic towns, hills, and popular tourist and recreational activities.
  • C. Danube–Tisa–Danube Canal
    The Danube–Tisa–Danube Canal is a large network of artificial waterways in the Vojvodina region of Serbia, built primarily for irrigation, drainage, flood control, and navigation.
  • D. Danube Canal
    The Danube Canal is a regulated side arm of the Danube River running through central Vienna, serving as an important urban waterway and recreational area.
  • E. Rhine–Main–Danube Canal
    The Rhine–Main–Danube Canal is a major European waterway that links the North Sea to the Black Sea by connecting the Rhine, Main, and Danube river systems for continuous inland navigation.
  • 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: DanubeRiverTransport
Triple: [Croatia and Serbia, areLinkedBy, DanubeRiverTransport]
Generated description
DanubeRiverTransport is a cross-border waterway and shipping route along the Danube River that facilitates passenger and cargo movement between Croatia and Serbia as part of the broader European inland navigation network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DanubeRiverTransport
Target entity description: DanubeRiverTransport is a cross-border waterway and shipping route along the Danube River that facilitates passenger and cargo movement between Croatia and Serbia as part of the broader European inland navigation network.
  • A. international commission for navigation of the Danube
    The international commission for navigation of the Danube was a multinational river authority created in the 19th century to regulate and ensure free and safe navigation along the Danube River.
  • B. Danube Bend
    The Danube Bend is a picturesque, historically rich stretch of the Danube River in Hungary, known for its scenic towns, hills, and popular tourist and recreational activities.
  • C. Danube–Tisa–Danube Canal
    The Danube–Tisa–Danube Canal is a large network of artificial waterways in the Vojvodina region of Serbia, built primarily for irrigation, drainage, flood control, and navigation.
  • D. Danube Canal
    The Danube Canal is a regulated side arm of the Danube River running through central Vienna, serving as an important urban waterway and recreational area.
  • E. Rhine–Main–Danube Canal
    The Rhine–Main–Danube Canal is a major European waterway that links the North Sea to the Black Sea by connecting the Rhine, Main, and Danube river systems for continuous inland navigation.
  • 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_69c008fcaf788190bafa02a1917ee73b completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01ffc5e7c81908e1c454d3bfd357b completed March 22, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0283bd408819085c62caf254df339 completed March 22, 2026, 5:34 p.m.
NEDg Description generation batch_69c03d668fe88190a1cf88b0708b405f completed March 22, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69c03de30928819094af492af0281130 completed March 22, 2026, 7:07 p.m.
Created at: March 22, 2026, 3:36 p.m.