Triple
T22003158
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augsburg Hauptbahnhof |
E543382
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Augsburg–Ingolstadt railway
The Augsburg–Ingolstadt railway is a German rail line in Bavaria that connects the cities of Augsburg and Ingolstadt, serving as an important regional and intercity transport route.
|
E1518488
|
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: Augsburg–Ingolstadt railway | Statement: [Augsburg Hauptbahnhof, partOf, Augsburg–Ingolstadt railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Augsburg–Ingolstadt railway Context triple: [Augsburg Hauptbahnhof, partOf, Augsburg–Ingolstadt railway]
-
A.
Augsburg–Donauwörth railway
The Augsburg–Donauwörth railway is a major double-track, electrified main line in Bavaria, Germany, forming part of the important north–south rail corridor between Munich and Nuremberg via Augsburg.
-
B.
Ulm–Augsburg railway
The Ulm–Augsburg railway is a major rail line in southern Germany that connects the cities of Ulm and Augsburg and forms part of an important east–west transport corridor.
-
C.
Munich–Augsburg railway
The Munich–Augsburg railway is one of Germany’s oldest and busiest mainline routes, connecting the Bavarian capital Munich with the city of Augsburg as a key regional and long-distance transport corridor.
-
D.
Augsburg–Nördlingen railway
The Augsburg–Nördlingen railway is a historic railway line in Bavaria, Germany, connecting the city of Augsburg with the town of Nördlingen and serving as part of the regional transport network.
-
E.
Augsburg–Buchloe railway
The Augsburg–Buchloe railway is a key rail line in Bavaria, Germany, connecting the city of Augsburg with Buchloe and forming part of important regional and long-distance routes.
- 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: Augsburg–Ingolstadt railway Triple: [Augsburg Hauptbahnhof, partOf, Augsburg–Ingolstadt railway]
Generated description
The Augsburg–Ingolstadt railway is a German rail line in Bavaria that connects the cities of Augsburg and Ingolstadt, serving as an important regional and intercity transport route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Augsburg–Ingolstadt railway Target entity description: The Augsburg–Ingolstadt railway is a German rail line in Bavaria that connects the cities of Augsburg and Ingolstadt, serving as an important regional and intercity transport route.
-
A.
Augsburg–Donauwörth railway
The Augsburg–Donauwörth railway is a major double-track, electrified main line in Bavaria, Germany, forming part of the important north–south rail corridor between Munich and Nuremberg via Augsburg.
-
B.
Ulm–Augsburg railway
The Ulm–Augsburg railway is a major rail line in southern Germany that connects the cities of Ulm and Augsburg and forms part of an important east–west transport corridor.
-
C.
Munich–Augsburg railway
The Munich–Augsburg railway is one of Germany’s oldest and busiest mainline routes, connecting the Bavarian capital Munich with the city of Augsburg as a key regional and long-distance transport corridor.
-
D.
Augsburg–Nördlingen railway
The Augsburg–Nördlingen railway is a historic railway line in Bavaria, Germany, connecting the city of Augsburg with the town of Nördlingen and serving as part of the regional transport network.
-
E.
Augsburg–Buchloe railway
The Augsburg–Buchloe railway is a key rail line in Bavaria, Germany, connecting the city of Augsburg with Buchloe and forming part of important regional and long-distance routes.
- 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_69e11e2c814c8190837d072789000486 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1276cab5c8190ac1236fde7e0394a |
completed | April 28, 2026, 9:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8789961081908b26980f1dd018d7 |
completed | May 18, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_6a0a89500af08190a4837a0ef6d7042d |
completed | May 18, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a8a353b3881908230b1dc890c896f |
completed | May 18, 2026, 3:40 a.m. |
Created at: April 16, 2026, 8:20 p.m.