Triple
T5953079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schaumburg, Lower Saxony, Germany |
E132443
|
entity |
| Predicate | hasTransportCorridor |
P3034
|
FINISHED |
| Object |
Weser River valley
The Weser River valley is a major geographical corridor in northwestern Germany, known for its scenic landscapes, historic towns, and role as an important route for transport and regional development.
|
E557973
|
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: Weser River valley | Statement: [Schaumburg, Lower Saxony, Germany, hasTransportCorridor, Weser River valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Weser River valley Context triple: [Schaumburg, Lower Saxony, Germany, hasTransportCorridor, Weser River valley]
-
A.
Aller-Leine Valley
The Aller-Leine Valley is a scenic river landscape in Lower Saxony, Germany, known for its wetlands, nature reserves, and outdoor recreation opportunities.
-
B.
Rhine Valley
The Rhine Valley is a picturesque river valley in Western Europe, renowned for its historic castles, terraced vineyards, and scenic towns along the Rhine River.
-
C.
Rhine River Basin
The Rhine River Basin is the extensive catchment area of the Rhine River, spanning several European countries and supporting major ecosystems, industries, and transportation networks.
-
D.
Wupper basin
The Wupper basin is a river catchment area in North Rhine-Westphalia, Germany, drained by the Wupper River and encompassing several towns and cities in the Bergisches Land region.
-
E.
Eder River valley
The Eder River valley is a scenic river valley in central Germany known for its reservoir landscapes, forests, and recreational opportunities such as hiking, boating, and fishing.
- 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: Weser River valley Triple: [Schaumburg, Lower Saxony, Germany, hasTransportCorridor, Weser River valley]
Generated description
The Weser River valley is a major geographical corridor in northwestern Germany, known for its scenic landscapes, historic towns, and role as an important route for transport and regional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Weser River valley Target entity description: The Weser River valley is a major geographical corridor in northwestern Germany, known for its scenic landscapes, historic towns, and role as an important route for transport and regional development.
-
A.
Aller-Leine Valley
The Aller-Leine Valley is a scenic river landscape in Lower Saxony, Germany, known for its wetlands, nature reserves, and outdoor recreation opportunities.
-
B.
Rhine Valley
The Rhine Valley is a picturesque river valley in Western Europe, renowned for its historic castles, terraced vineyards, and scenic towns along the Rhine River.
-
C.
Rhine River Basin
The Rhine River Basin is the extensive catchment area of the Rhine River, spanning several European countries and supporting major ecosystems, industries, and transportation networks.
-
D.
Wupper basin
The Wupper basin is a river catchment area in North Rhine-Westphalia, Germany, drained by the Wupper River and encompassing several towns and cities in the Bergisches Land region.
-
E.
Eder River valley
The Eder River valley is a scenic river valley in central Germany known for its reservoir landscapes, forests, and recreational opportunities such as hiking, boating, and fishing.
- 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_69c0086b05cc8190a8f36a96927a525c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03983b8848190afaa37f35c95bad6 |
completed | March 22, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3d1801c819093dc43dc5a525796 |
completed | March 23, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69c0e781af588190a8f5572a03b24822 |
completed | March 23, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0e7f767f8819086026b95c4534733 |
completed | March 23, 2026, 7:12 a.m. |
Created at: March 22, 2026, 4:02 p.m.