Triple
T23229564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hechingen |
E581111
|
entity |
| Predicate | hasRailConnection |
P848
|
FINISHED |
| Object |
Hechingen railway station
Hechingen railway station is a regional train station in the town of Hechingen in Baden-Württemberg, Germany, serving as a local transport hub for passenger rail services.
|
E1578882
|
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: Hechingen railway station | Statement: [Hechingen, hasRailConnection, Hechingen railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hechingen railway station Context triple: [Hechingen, hasRailConnection, Hechingen railway station]
-
A.
Sigmaringen station
Sigmaringen station is a regional railway station in Sigmaringen, Germany, serving as an important junction and endpoint for several local and regional rail services in Baden-Württemberg.
-
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.
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.
-
D.
Offenburg station
Offenburg station is a major railway hub in the German state of Baden-Württemberg, serving regional and long-distance passenger services on key routes including the Rhine Valley Railway.
-
E.
Donaueschingen station
Donaueschingen station is the main railway station serving the town of Donaueschingen in Baden-Württemberg, Germany, functioning as a regional transport hub in the Black Forest area.
- 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: Hechingen railway station Triple: [Hechingen, hasRailConnection, Hechingen railway station]
Generated description
Hechingen railway station is a regional train station in the town of Hechingen in Baden-Württemberg, Germany, serving as a local transport hub for passenger rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hechingen railway station Target entity description: Hechingen railway station is a regional train station in the town of Hechingen in Baden-Württemberg, Germany, serving as a local transport hub for passenger rail services.
-
A.
Sigmaringen station
Sigmaringen station is a regional railway station in Sigmaringen, Germany, serving as an important junction and endpoint for several local and regional rail services in Baden-Württemberg.
-
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.
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.
-
D.
Offenburg station
Offenburg station is a major railway hub in the German state of Baden-Württemberg, serving regional and long-distance passenger services on key routes including the Rhine Valley Railway.
-
E.
Donaueschingen station
Donaueschingen station is the main railway station serving the town of Donaueschingen in Baden-Württemberg, Germany, functioning as a regional transport hub in the Black Forest area.
- 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_69e246043c48819089bae72c9a9c306c |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f1923131c081909c6e84b1a0c32e0d |
completed | April 29, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f55c95081909db75c19bc905c93 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c4028b44c8190bde6e2c76b5f1587 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4367753c8190a4f6dbf2afd12b76 |
completed | May 19, 2026, 11:03 a.m. |
Created at: April 17, 2026, 4:09 p.m.