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.