Triple
T5392641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biberist |
E120368
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Biberist Ost railway station
Biberist Ost railway station is a local Swiss rail stop serving the municipality of Biberist in the canton of Solothurn.
|
E517682
|
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: Biberist Ost railway station | Statement: [Biberist, hasRailwayStation, Biberist Ost railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biberist Ost railway station Context triple: [Biberist, hasRailwayStation, Biberist Ost railway station]
-
A.
Neukieritzsch station
Neukieritzsch station is a regional railway station in Saxony, Germany, serving as a stop and junction on the important Chemnitz–Leipzig rail corridor.
-
B.
Bad Ischl railway station
Bad Ischl railway station is the main rail hub serving the spa town of Bad Ischl in Upper Austria, providing regional and intercity connections along the Salzkammergut railway line.
-
C.
Borna station
Borna station is a regional railway station in the town of Borna in Saxony, Germany, serving passenger traffic on the Chemnitz–Leipzig rail corridor.
-
D.
Starnberg railway station
Starnberg railway station is a regional train station in the Bavarian town of Starnberg, Germany, serving as a key stop on the Munich–Garmisch-Partenkirchen railway line along Lake Starnberg.
-
E.
Possenhofen station
Possenhofen station is a regional railway stop in the municipality of Pöcking, Bavaria, serving the area near Lake Starnberg.
- 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: Biberist Ost railway station Triple: [Biberist, hasRailwayStation, Biberist Ost railway station]
Generated description
Biberist Ost railway station is a local Swiss rail stop serving the municipality of Biberist in the canton of Solothurn.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biberist Ost railway station Target entity description: Biberist Ost railway station is a local Swiss rail stop serving the municipality of Biberist in the canton of Solothurn.
-
A.
Neukieritzsch station
Neukieritzsch station is a regional railway station in Saxony, Germany, serving as a stop and junction on the important Chemnitz–Leipzig rail corridor.
-
B.
Bad Ischl railway station
Bad Ischl railway station is the main rail hub serving the spa town of Bad Ischl in Upper Austria, providing regional and intercity connections along the Salzkammergut railway line.
-
C.
Borna station
Borna station is a regional railway station in the town of Borna in Saxony, Germany, serving passenger traffic on the Chemnitz–Leipzig rail corridor.
-
D.
Starnberg railway station
Starnberg railway station is a regional train station in the Bavarian town of Starnberg, Germany, serving as a key stop on the Munich–Garmisch-Partenkirchen railway line along Lake Starnberg.
-
E.
Possenhofen station
Possenhofen station is a regional railway stop in the municipality of Pöcking, Bavaria, serving the area near Lake Starnberg.
- 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_69bd46354c648190a38b26f107010a96 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd8719ff04819089e3a90f90b5e3fc |
completed | March 20, 2026, 5:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3366a0588190b1e5e48be86471fe |
completed | March 22, 2026, 12:10 a.m. |
| NEDg | Description generation | batch_69bf36295f608190b2c7d66874741d27 |
completed | March 22, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf36c7b5988190901a7fb643313c11 |
completed | March 22, 2026, 12:24 a.m. |
Created at: March 20, 2026, 2:04 p.m.