Triple
T17252636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bietigheim-Bissingen |
E418793
|
entity |
| Predicate | railwayStation |
P918
|
FINISHED |
| Object |
Bietigheim-Bissingen station
Bietigheim-Bissingen station is a major railway hub in the German state of Baden-Württemberg, serving regional and long-distance passenger services for the town of Bietigheim-Bissingen.
|
E1259069
|
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: Bietigheim-Bissingen station | Statement: [Bietigheim-Bissingen, railwayStation, Bietigheim-Bissingen station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bietigheim-Bissingen station Context triple: [Bietigheim-Bissingen, railwayStation, Bietigheim-Bissingen 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.
Esslingen (Neckar) station
Esslingen (Neckar) station is a railway station in the town of Esslingen am Neckar in Baden-Württemberg, Germany, serving regional and S-Bahn commuter rail services on the Stuttgart–Ulm line.
-
D.
Schwenningen (Neckar) station
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen in Baden-Württemberg, Germany.
-
E.
Böblingen railway station
Böblingen railway station is a key regional and S-Bahn rail hub in the town of Böblingen in Baden-Württemberg, Germany.
- 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: Bietigheim-Bissingen station Triple: [Bietigheim-Bissingen, railwayStation, Bietigheim-Bissingen station]
Generated description
Bietigheim-Bissingen station is a major railway hub in the German state of Baden-Württemberg, serving regional and long-distance passenger services for the town of Bietigheim-Bissingen.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bietigheim-Bissingen station Target entity description: Bietigheim-Bissingen station is a major railway hub in the German state of Baden-Württemberg, serving regional and long-distance passenger services for the town of Bietigheim-Bissingen.
-
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.
Esslingen (Neckar) station
Esslingen (Neckar) station is a railway station in the town of Esslingen am Neckar in Baden-Württemberg, Germany, serving regional and S-Bahn commuter rail services on the Stuttgart–Ulm line.
-
D.
Schwenningen (Neckar) station
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen in Baden-Württemberg, Germany.
-
E.
Böblingen railway station
Böblingen railway station is a key regional and S-Bahn rail hub in the town of Böblingen in Baden-Württemberg, Germany.
- 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e6a1b648190a8bb2deb67bbdfdc |
completed | April 19, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170fb89248190ae431ce51dfeaffd |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a017258cb9c8190baa828104d30fdbf |
completed | May 11, 2026, 6:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017620d2d8819099292be7bc4db4df |
completed | May 11, 2026, 6:24 a.m. |
Created at: April 10, 2026, 5:39 a.m.