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.