Triple
T20099612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A9 motorway in the Netherlands |
E496497
|
entity |
| Predicate | partOfCorridor |
P840
|
FINISHED |
| Object |
Randstad transport corridors
Randstad transport corridors are a network of major road, rail, and other transport routes that connect the densely populated and economically important cities of the Randstad region in the western Netherlands.
|
E1411007
|
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: Randstad transport corridors | Statement: [A9 motorway in the Netherlands, partOfCorridor, Randstad transport corridors]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randstad transport corridors Context triple: [A9 motorway in the Netherlands, partOfCorridor, Randstad transport corridors]
-
A.
Pan-European transport corridors
Pan-European transport corridors are major international routes designated to improve and integrate transport infrastructure across multiple European countries, particularly in Central and Eastern Europe.
-
B.
TEN-T corridors
The TEN-T corridors are a network of major trans-European transport routes designed to improve connectivity, efficiency, and integration of road, rail, air, and maritime infrastructure across the European Union.
-
C.
Randstad regional rail network
The Randstad regional rail network is a Dutch commuter and regional rail system serving the densely populated Randstad metropolitan area, connecting major cities such as Amsterdam, Rotterdam, The Hague, and Utrecht with surrounding towns.
-
D.
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.
-
E.
Ota industrial corridor
Ota industrial corridor is a major manufacturing and industrial hub in southwestern Nigeria, hosting numerous factories and large-scale commercial enterprises.
- 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: Randstad transport corridors Triple: [A9 motorway in the Netherlands, partOfCorridor, Randstad transport corridors]
Generated description
Randstad transport corridors are a network of major road, rail, and other transport routes that connect the densely populated and economically important cities of the Randstad region in the western Netherlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randstad transport corridors Target entity description: Randstad transport corridors are a network of major road, rail, and other transport routes that connect the densely populated and economically important cities of the Randstad region in the western Netherlands.
-
A.
Pan-European transport corridors
Pan-European transport corridors are major international routes designated to improve and integrate transport infrastructure across multiple European countries, particularly in Central and Eastern Europe.
-
B.
TEN-T corridors
The TEN-T corridors are a network of major trans-European transport routes designed to improve connectivity, efficiency, and integration of road, rail, air, and maritime infrastructure across the European Union.
-
C.
Randstad regional rail network
The Randstad regional rail network is a Dutch commuter and regional rail system serving the densely populated Randstad metropolitan area, connecting major cities such as Amsterdam, Rotterdam, The Hague, and Utrecht with surrounding towns.
-
D.
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.
-
E.
Ota industrial corridor
Ota industrial corridor is a major manufacturing and industrial hub in southwestern Nigeria, hosting numerous factories and large-scale commercial enterprises.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6666f2298819089659f13556ca305 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08270edd6481909230ece4487f93fd |
completed | May 16, 2026, 8:13 a.m. |
| NEDg | Description generation | batch_6a0827c6a68c8190aed2d531b4fd2030 |
completed | May 16, 2026, 8:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08288d98fc8190a146f43a027682f0 |
completed | May 16, 2026, 8:19 a.m. |
Created at: April 11, 2026, 11:26 p.m.