Triple

T14435171
Position Surface form Disambiguated ID Type / Status
Subject Herne port E357939 entity
Predicate isPartOfTransportCorridor P3034 FINISHED
Object Ruhr logistics corridor
The Ruhr logistics corridor is a major freight and transport axis in Germany’s Ruhr region, integrating ports, rail, and road networks to support intensive industrial and commercial logistics.
E1098451 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: Ruhr logistics corridor | Statement: [Herne port, isPartOfTransportCorridor, Ruhr logistics corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruhr logistics corridor
Context triple: [Herne port, isPartOfTransportCorridor, Ruhr logistics corridor]
  • A. Rotterdam–German hinterland corridor
    The Rotterdam–German hinterland corridor is a major European freight and transport route linking the Port of Rotterdam with industrial and logistics centers in Germany and beyond.
  • B. Rhine motorway corridor
    The Rhine motorway corridor is a major cross-border transport route along the Rhine River that facilitates road traffic and economic integration between regions such as those within the Eurodistrict PAMINA.
  • C. Rhine–Alpine freight corridor
    The Rhine–Alpine freight corridor is a major European rail and inland waterway route that connects North Sea ports with industrial regions in the Rhine and Alpine areas, facilitating high-volume international cargo transport.
  • D. Ostbahn corridor
    The Ostbahn corridor is a major railway route in Austria that forms part of the trans-European transport network, linking Vienna with eastern and southeastern Europe.
  • E. Rhine–Ruhr to Randstad rail corridor
    The Rhine–Ruhr to Randstad rail corridor is a major international railway route linking Germany’s densely populated Rhine–Ruhr region with the Randstad metropolitan area in the Netherlands, facilitating high-capacity passenger and freight transport between the two economic hubs.
  • 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: Ruhr logistics corridor
Triple: [Herne port, isPartOfTransportCorridor, Ruhr logistics corridor]
Generated description
The Ruhr logistics corridor is a major freight and transport axis in Germany’s Ruhr region, integrating ports, rail, and road networks to support intensive industrial and commercial logistics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruhr logistics corridor
Target entity description: The Ruhr logistics corridor is a major freight and transport axis in Germany’s Ruhr region, integrating ports, rail, and road networks to support intensive industrial and commercial logistics.
  • A. Rotterdam–German hinterland corridor
    The Rotterdam–German hinterland corridor is a major European freight and transport route linking the Port of Rotterdam with industrial and logistics centers in Germany and beyond.
  • B. Rhine motorway corridor
    The Rhine motorway corridor is a major cross-border transport route along the Rhine River that facilitates road traffic and economic integration between regions such as those within the Eurodistrict PAMINA.
  • C. Rhine–Alpine freight corridor
    The Rhine–Alpine freight corridor is a major European rail and inland waterway route that connects North Sea ports with industrial regions in the Rhine and Alpine areas, facilitating high-volume international cargo transport.
  • D. Ostbahn corridor
    The Ostbahn corridor is a major railway route in Austria that forms part of the trans-European transport network, linking Vienna with eastern and southeastern Europe.
  • E. Rhine–Ruhr to Randstad rail corridor
    The Rhine–Ruhr to Randstad rail corridor is a major international railway route linking Germany’s densely populated Rhine–Ruhr region with the Randstad metropolitan area in the Netherlands, facilitating high-capacity passenger and freight transport between the two economic hubs.
  • 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_69d8279402a88190821ffa39ae15bccf completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9148cf4481909082cc91b2f76218 completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bd5b1d08190a89e6f004a94b361 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5ca8e36c8190873d0e2a82f62623 completed May 8, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69fd5d46d974819085a43c51b414ff9a completed May 8, 2026, 3:49 a.m.
Created at: April 10, 2026, 1:18 a.m.