Triple
T17045977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mühlacker |
E413568
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Mühlacker railway station
Mühlacker railway station is a regional rail hub in the town of Mühlacker in Baden-Württemberg, Germany, serving as an important junction for passenger and local train services.
|
E1248319
|
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: Mühlacker railway station | Statement: [Mühlacker, hasTransport, Mühlacker railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mühlacker railway station Context triple: [Mühlacker, hasTransport, Mühlacker railway station]
-
A.
Karlsruhe-Mühlburg station
Karlsruhe-Mühlburg station is a local railway stop in the Mühlburg district of Karlsruhe, Germany, serving regional and commuter rail traffic.
-
B.
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.
-
C.
Neckarsulm station
Neckarsulm station is a regional railway station in the town of Neckarsulm in Baden-Württemberg, Germany, serving as a local transport hub on the Franconia Railway.
-
D.
Herrlingen railway station
Herrlingen railway station is a local train stop serving the village of Herrlingen in the municipality of Blaustein, in the German state of Baden-Württemberg.
-
E.
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.
- 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: Mühlacker railway station Triple: [Mühlacker, hasTransport, Mühlacker railway station]
Generated description
Mühlacker railway station is a regional rail hub in the town of Mühlacker in Baden-Württemberg, Germany, serving as an important junction for passenger and local train services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mühlacker railway station Target entity description: Mühlacker railway station is a regional rail hub in the town of Mühlacker in Baden-Württemberg, Germany, serving as an important junction for passenger and local train services.
-
A.
Karlsruhe-Mühlburg station
Karlsruhe-Mühlburg station is a local railway stop in the Mühlburg district of Karlsruhe, Germany, serving regional and commuter rail traffic.
-
B.
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.
-
C.
Neckarsulm station
Neckarsulm station is a regional railway station in the town of Neckarsulm in Baden-Württemberg, Germany, serving as a local transport hub on the Franconia Railway.
-
D.
Herrlingen railway station
Herrlingen railway station is a local train stop serving the village of Herrlingen in the municipality of Blaustein, in the German state of Baden-Württemberg.
-
E.
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.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3da9d7e988190a5e3991c7123f9b0 |
completed | April 18, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01233cd3d48190b002951881ef670b |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a0124f158a08190a803b37378a2c253 |
completed | May 11, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a012569322081908b60694851d50e4b |
completed | May 11, 2026, 12:40 a.m. |
Created at: April 10, 2026, 5:33 a.m.