Triple
T13323351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Ems |
E317369
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Bad Ems station
Bad Ems station is a regional railway station in the spa town of Bad Ems in Rhineland-Palatinate, Germany, providing local rail connections along the Lahn Valley.
|
E1034347
|
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: Bad Ems station | Statement: [Bad Ems, hasRailwayStation, Bad Ems station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Ems station Context triple: [Bad Ems, hasRailwayStation, Bad Ems station]
-
A.
Bad Mergentheim station
Bad Mergentheim station is a regional railway station in the spa town of Bad Mergentheim in Baden-Württemberg, Germany, providing local and regional train connections.
-
B.
Bad Waldsee railway station
Bad Waldsee railway station is a regional train station in the spa town of Bad Waldsee in Baden-Württemberg, Germany, providing rail connections for local residents and visitors.
-
C.
Bad Ems
Bad Ems is a historic spa town in western Germany, renowned for its mineral springs and picturesque location along the Lahn River.
-
D.
Bad Pyrmont railway station
Bad Pyrmont railway station is a regional train station in the spa town of Bad Pyrmont in Lower Saxony, Germany, providing rail connections for local and visiting passengers.
-
E.
Bad Reichenhall railway station
Bad Reichenhall railway station is the main rail hub serving the spa town of Bad Reichenhall in Bavaria, Germany, providing regional connections to nearby cities and tourist destinations.
- 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: Bad Ems station Triple: [Bad Ems, hasRailwayStation, Bad Ems station]
Generated description
Bad Ems station is a regional railway station in the spa town of Bad Ems in Rhineland-Palatinate, Germany, providing local rail connections along the Lahn Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Ems station Target entity description: Bad Ems station is a regional railway station in the spa town of Bad Ems in Rhineland-Palatinate, Germany, providing local rail connections along the Lahn Valley.
-
A.
Bad Mergentheim station
Bad Mergentheim station is a regional railway station in the spa town of Bad Mergentheim in Baden-Württemberg, Germany, providing local and regional train connections.
-
B.
Bad Waldsee railway station
Bad Waldsee railway station is a regional train station in the spa town of Bad Waldsee in Baden-Württemberg, Germany, providing rail connections for local residents and visitors.
-
C.
Bad Ems
Bad Ems is a historic spa town in western Germany, renowned for its mineral springs and picturesque location along the Lahn River.
-
D.
Bad Pyrmont railway station
Bad Pyrmont railway station is a regional train station in the spa town of Bad Pyrmont in Lower Saxony, Germany, providing rail connections for local and visiting passengers.
-
E.
Bad Reichenhall railway station
Bad Reichenhall railway station is the main rail hub serving the spa town of Bad Reichenhall in Bavaria, Germany, providing regional connections to nearby cities and tourist destinations.
- 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_69d806b4d62c81908d4ced1665414be5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9992c1fec8190bcb6a6bb3c973a24 |
completed | April 11, 2026, 12:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f2cd5688190a2a0db0f0295de83 |
completed | May 3, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69f71fe2c128819096cc31c9cbb739b5 |
completed | May 3, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7208d47388190b1b51f346b0d1423 |
completed | May 3, 2026, 10:16 a.m. |
Created at: April 9, 2026, 9:30 p.m.