Triple
T14887713
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Villingen-Schwenningen |
E359670
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Schwenningen (Neckar) station
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen in Baden-Württemberg, Germany.
|
E1127423
|
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: Schwenningen (Neckar) station | Statement: [Villingen-Schwenningen, hasRailwayStation, Schwenningen (Neckar) station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schwenningen (Neckar) station Context triple: [Villingen-Schwenningen, hasRailwayStation, Schwenningen (Neckar) station]
-
A.
Albstadt-Ebingen station
Albstadt-Ebingen station is a regional railway station in the town of Albstadt in Baden-Württemberg, Germany, serving as a local transport hub on the Zollernalb Railway.
-
B.
Blaubeuren station
Blaubeuren station is a regional railway stop in the town of Blaubeuren in Baden-Württemberg, Germany, serving local passenger services on the surrounding rail network.
-
C.
Marbach am Neckar station
Marbach am Neckar station is a regional railway station in the town of Marbach am Neckar in Baden-Württemberg, Germany, serving local commuter and regional train services.
-
D.
Villingen (Schwarzwald) station
Villingen (Schwarzwald) station is a regional railway station in the Black Forest town of Villingen-Schwenningen in Baden-Württemberg, Germany, serving as a local transport hub for passenger rail services.
-
E.
Schorndorf station
Schorndorf station is a regional railway station in the town of Schorndorf in Baden-Württemberg, Germany, serving as a local transport hub on the Stuttgart–Bad Cannstatt–Aalen railway line.
- 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: Schwenningen (Neckar) station Triple: [Villingen-Schwenningen, hasRailwayStation, Schwenningen (Neckar) station]
Generated description
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen in Baden-Württemberg, Germany.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schwenningen (Neckar) station Target entity description: Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen in Baden-Württemberg, Germany.
-
A.
Albstadt-Ebingen station
Albstadt-Ebingen station is a regional railway station in the town of Albstadt in Baden-Württemberg, Germany, serving as a local transport hub on the Zollernalb Railway.
-
B.
Blaubeuren station
Blaubeuren station is a regional railway stop in the town of Blaubeuren in Baden-Württemberg, Germany, serving local passenger services on the surrounding rail network.
-
C.
Marbach am Neckar station
Marbach am Neckar station is a regional railway station in the town of Marbach am Neckar in Baden-Württemberg, Germany, serving local commuter and regional train services.
-
D.
Villingen (Schwarzwald) station
Villingen (Schwarzwald) station is a regional railway station in the Black Forest town of Villingen-Schwenningen in Baden-Württemberg, Germany, serving as a local transport hub for passenger rail services.
-
E.
Schorndorf station
Schorndorf station is a regional railway station in the town of Schorndorf in Baden-Württemberg, Germany, serving as a local transport hub on the Stuttgart–Bad Cannstatt–Aalen railway line.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded5f5b1c88190815f3585770cb135 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72aedae081909616f4aca3a44c92 |
completed | May 8, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69fe73ee0da48190b8909009e0dc517b |
completed | May 8, 2026, 11:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe748da7948190b7253b9dc09ae9fa |
completed | May 8, 2026, 11:41 p.m. |
Created at: April 10, 2026, 2:08 a.m.