Triple
T22003180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augsburg Hauptbahnhof |
E543382
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Augsburg city bus network
The Augsburg city bus network is the urban public transportation system of Augsburg, Germany, providing extensive bus services that link key locations, residential areas, and transit hubs throughout the city.
|
E1513639
|
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 city bus network | Statement: [Augsburg Hauptbahnhof, connectsTo, Augsburg city bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Augsburg city bus network Context triple: [Augsburg Hauptbahnhof, connectsTo, Augsburg city bus network]
-
A.
Augsburg tram network
The Augsburg tram network is the electric tramway system serving the city of Augsburg, Germany, providing a key component of its urban public transportation.
-
B.
Munich bus network
The Munich bus network is an extensive public transportation system of bus routes that complements the city’s U-Bahn, S-Bahn, and tram services by providing local and feeder connections across Munich and its suburbs.
-
C.
Erlangen public bus network
The Erlangen public bus network is the city’s local bus system providing scheduled urban and suburban transit services throughout Erlangen and its surrounding districts.
-
D.
Ulm bus network
The Ulm bus network is the city’s primary public transportation system, consisting of multiple bus lines that connect key districts, suburbs, and transit hubs throughout Ulm and its surroundings.
-
E.
Munich public transport network
The Munich public transport network is an integrated system of S-Bahn, U-Bahn, trams, and buses serving Munich and its surrounding region, coordinated under the Münchner Verkehrs- und Tarifverbund (MVV).
- 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 city bus network Triple: [Augsburg Hauptbahnhof, connectsTo, Augsburg city bus network]
Generated description
The Augsburg city bus network is the urban public transportation system of Augsburg, Germany, providing extensive bus services that link key locations, residential areas, and transit hubs throughout the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Augsburg city bus network Target entity description: The Augsburg city bus network is the urban public transportation system of Augsburg, Germany, providing extensive bus services that link key locations, residential areas, and transit hubs throughout the city.
-
A.
Augsburg tram network
The Augsburg tram network is the electric tramway system serving the city of Augsburg, Germany, providing a key component of its urban public transportation.
-
B.
Munich bus network
The Munich bus network is an extensive public transportation system of bus routes that complements the city’s U-Bahn, S-Bahn, and tram services by providing local and feeder connections across Munich and its suburbs.
-
C.
Erlangen public bus network
The Erlangen public bus network is the city’s local bus system providing scheduled urban and suburban transit services throughout Erlangen and its surrounding districts.
-
D.
Ulm bus network
The Ulm bus network is the city’s primary public transportation system, consisting of multiple bus lines that connect key districts, suburbs, and transit hubs throughout Ulm and its surroundings.
-
E.
Munich public transport network
The Munich public transport network is an integrated system of S-Bahn, U-Bahn, trams, and buses serving Munich and its surrounding region, coordinated under the Münchner Verkehrs- und Tarifverbund (MVV).
- 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_6a0a736fea74819096ee4e9f8c483d33 |
completed | May 18, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_6a0a758ec0208190aa551cb2866dd689 |
completed | May 18, 2026, 2:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a75f59c1081908f4e2dbee73ce384 |
completed | May 18, 2026, 2:14 a.m. |
Created at: April 16, 2026, 8:20 p.m.