Triple

T13578788
Position Surface form Disambiguated ID Type / Status
Subject Romania and Bulgaria E324354 entity
Predicate shareTransportCorridor P59961 FINISHED
Object Pan-European Corridor VII (Danube)
Pan-European Corridor VII (Danube) is a major trans-European inland waterway along the Danube River that serves as a key transport and trade route linking Central and Eastern Europe to the Black Sea.
E1050529 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: Pan-European Corridor VII (Danube) | Statement: [Romania and Bulgaria, shareTransportCorridor, Pan-European Corridor VII (Danube)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pan-European Corridor VII (Danube)
Context triple: [Romania and Bulgaria, shareTransportCorridor, Pan-European Corridor VII (Danube)]
  • A. Pan-European Corridor V
    Pan-European Corridor V is a major trans-European transport route that links key cities in Central and Eastern Europe, facilitating trade and mobility between Western Europe and countries such as Ukraine and Poland.
  • B. Pan-European Corridor III
    Pan-European Corridor III is a major trans-European transport route linking Western and Eastern Europe, running from Germany through Poland and Ukraine toward Eastern markets.
  • C. Pan-European Corridor IV
    Pan-European Corridor IV is a major trans-European transport route linking Central Europe with Greece and Turkey through a network of road and rail connections.
  • D. Corridor X (Pan-European Corridor X)
    Corridor X (Pan-European Corridor X) is a major trans-European transport route connecting Central Europe with the Balkans and the Aegean Sea, facilitating significant international road and rail traffic.
  • E. Scandinavia–Central Europe transport corridor
    The Scandinavia–Central Europe transport corridor is a key trans-European route that links the Nordic countries with central European regions through a network of road, rail, and maritime connections.
  • 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: Pan-European Corridor VII (Danube)
Triple: [Romania and Bulgaria, shareTransportCorridor, Pan-European Corridor VII (Danube)]
Generated description
Pan-European Corridor VII (Danube) is a major trans-European inland waterway along the Danube River that serves as a key transport and trade route linking Central and Eastern Europe to the Black Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pan-European Corridor VII (Danube)
Target entity description: Pan-European Corridor VII (Danube) is a major trans-European inland waterway along the Danube River that serves as a key transport and trade route linking Central and Eastern Europe to the Black Sea.
  • A. Pan-European Corridor V
    Pan-European Corridor V is a major trans-European transport route that links key cities in Central and Eastern Europe, facilitating trade and mobility between Western Europe and countries such as Ukraine and Poland.
  • B. Pan-European Corridor III
    Pan-European Corridor III is a major trans-European transport route linking Western and Eastern Europe, running from Germany through Poland and Ukraine toward Eastern markets.
  • C. Pan-European Corridor IV
    Pan-European Corridor IV is a major trans-European transport route linking Central Europe with Greece and Turkey through a network of road and rail connections.
  • D. Corridor X (Pan-European Corridor X)
    Corridor X (Pan-European Corridor X) is a major trans-European transport route connecting Central Europe with the Balkans and the Aegean Sea, facilitating significant international road and rail traffic.
  • E. Scandinavia–Central Europe transport corridor
    The Scandinavia–Central Europe transport corridor is a key trans-European route that links the Nordic countries with central European regions through a network of road, rail, and maritime connections.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb03052088190a2b68c106059828e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f8bda0c81909afd4b9ef9605cd3 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f781773984819082ac6bd71ac8ac46 completed May 3, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69f781e32cb48190abc83e65405ac8ac completed May 3, 2026, 5:12 p.m.
Created at: April 9, 2026, 9:48 p.m.