Triple

T21293213
Position Surface form Disambiguated ID Type / Status
Subject Aarburg E524848 entity
Predicate hasRailwayStation P918 FINISHED
Object Aarburg-Oftringen railway station
Aarburg-Oftringen railway station is a Swiss railway station in the canton of Aargau that serves the municipalities of Aarburg and Oftringen as a regional transport hub.
 E1476687 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: Aarburg-Oftringen railway station | Statement: [Aarburg, hasRailwayStation, Aarburg-Oftringen railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aarburg-Oftringen railway station
Context triple: [Aarburg, hasRailwayStation, Aarburg-Oftringen railway station]
  • A. Aarberg railway station
    Aarberg railway station is a local Swiss railway stop in the municipality of Aarberg, providing regional rail connections within the canton of Bern.
  • B. Alpnachstad railway station
    Alpnachstad railway station is a Swiss rail stop in the canton of Obwalden that serves as a key interchange between the Brünig line and the Pilatus Railway.
  • C. Regensdorf-Watt railway station
    Regensdorf-Watt railway station is a Swiss railway station in the municipality of Regensdorf that serves as a local transport hub on the Zurich S-Bahn network.
  • D. Hasle-Rüegsau railway station
    Hasle-Rüegsau railway station is a local Swiss rail stop in the canton of Bern that serves regional passenger services on lines connecting nearby towns such as Burgdorf.
  • E. Zofingen railway station
    Zofingen railway station is a key Swiss rail hub in the canton of Aargau, serving as an interchange point for regional and intercity services.
  • 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: Aarburg-Oftringen railway station
Triple: [Aarburg, hasRailwayStation, Aarburg-Oftringen railway station]
Generated description
Aarburg-Oftringen railway station is a Swiss railway station in the canton of Aargau that serves the municipalities of Aarburg and Oftringen as a regional transport hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aarburg-Oftringen railway station
Target entity description: Aarburg-Oftringen railway station is a Swiss railway station in the canton of Aargau that serves the municipalities of Aarburg and Oftringen as a regional transport hub.
  • A. Aarberg railway station
    Aarberg railway station is a local Swiss railway stop in the municipality of Aarberg, providing regional rail connections within the canton of Bern.
  • B. Alpnachstad railway station
    Alpnachstad railway station is a Swiss rail stop in the canton of Obwalden that serves as a key interchange between the Brünig line and the Pilatus Railway.
  • C. Regensdorf-Watt railway station
    Regensdorf-Watt railway station is a Swiss railway station in the municipality of Regensdorf that serves as a local transport hub on the Zurich S-Bahn network.
  • D. Hasle-Rüegsau railway station
    Hasle-Rüegsau railway station is a local Swiss rail stop in the canton of Bern that serves regional passenger services on lines connecting nearby towns such as Burgdorf.
  • E. Zofingen railway station
    Zofingen railway station is a key Swiss rail hub in the canton of Aargau, serving as an interchange point for regional and intercity services.
  • 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_69e0b517e6748190850d6f6ddf323d69 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73856ba988190a8359efecea362cc completed April 21, 2026, 8:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099810106c8190a2ee5789bd0380c6 completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998d6b37881908a1b09afc1f67746 completed May 17, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0999884e0481909b7ea54cd7ef87b5 completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:04 p.m.