Triple
T15728340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biberach an der Riß |
E381274
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Biberach (Riß) station
Biberach (Riß) station is a regional railway station in the town of Biberach an der Riß in Baden-Württemberg, Germany, serving as a local transport hub on the Upper Swabian railway network.
|
E1174971
|
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: Biberach (Riß) station | Statement: [Biberach an der Riß, hasRailwayStation, Biberach (Riß) station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biberach (Riß) station Context triple: [Biberach an der Riß, hasRailwayStation, Biberach (Riß) station]
-
A.
Oberndorf (Neckar) station
Oberndorf (Neckar) station is a regional railway station in Oberndorf am Neckar, Baden-Württemberg, Germany, serving as a local stop on the railway line through the Neckar valley.
-
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.
Heidenheim an der Brenz station
Heidenheim an der Brenz station is a regional railway station in the town of Heidenheim an der Brenz in Baden-Württemberg, Germany, serving as a local transport hub on the Ulm–Aalen line.
-
D.
Günzburg station
Günzburg station is a regional railway station in the Bavarian town of Günzburg, Germany, serving as a local transport hub on important rail routes in the area.
-
E.
Schwenningen (Neckar) station
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen 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: Biberach (Riß) station Triple: [Biberach an der Riß, hasRailwayStation, Biberach (Riß) station]
Generated description
Biberach (Riß) station is a regional railway station in the town of Biberach an der Riß in Baden-Württemberg, Germany, serving as a local transport hub on the Upper Swabian railway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biberach (Riß) station Target entity description: Biberach (Riß) station is a regional railway station in the town of Biberach an der Riß in Baden-Württemberg, Germany, serving as a local transport hub on the Upper Swabian railway network.
-
A.
Oberndorf (Neckar) station
Oberndorf (Neckar) station is a regional railway station in Oberndorf am Neckar, Baden-Württemberg, Germany, serving as a local stop on the railway line through the Neckar valley.
-
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.
Heidenheim an der Brenz station
Heidenheim an der Brenz station is a regional railway station in the town of Heidenheim an der Brenz in Baden-Württemberg, Germany, serving as a local transport hub on the Ulm–Aalen line.
-
D.
Günzburg station
Günzburg station is a regional railway station in the Bavarian town of Günzburg, Germany, serving as a local transport hub on important rail routes in the area.
-
E.
Schwenningen (Neckar) station
Schwenningen (Neckar) station is a regional railway station serving the Schwenningen district of Villingen-Schwenningen 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_69d86d9cdb648190bf3171be0bd7d872 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04fb4cc0081909efe330339474017 |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff876759288190b263cbea00fdaba4 |
completed | May 9, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69ff881731ac8190baa3cea2c9b7975b |
completed | May 9, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff88cfbe388190b20c426b4c745f92 |
completed | May 9, 2026, 7:19 p.m. |
Created at: April 10, 2026, 4:46 a.m.