Triple
T15330763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linz tramway network |
E366524
|
entity |
| Predicate | isBackboneOf |
P2565
|
FINISHED |
| Object |
Linz public transport
Linz public transport is the integrated urban transit system of Linz, Austria, combining trams, buses, and other services to provide comprehensive mobility across the city and surrounding areas.
|
E366524
|
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: Linz public transport | Statement: [Linz tramway network, isBackboneOf, Linz public transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linz public transport Context triple: [Linz tramway network, isBackboneOf, Linz public transport]
-
A.
Linz trolleybus network
The Linz trolleybus network is an electric bus system in Linz, Austria, that complements the city’s trams by providing overhead wire-powered public transport on routes not served by rail.
-
B.
Linz tramway network
The Linz tramway network is an urban light rail system serving as a key component of public transportation in the Austrian city of Linz.
-
C.
Vienna bus network
The Vienna bus network is an extensive system of urban bus routes that complements trams and the U-Bahn, providing public transport coverage throughout Vienna’s districts and neighborhoods.
-
D.
Vienna public transport network
The Vienna public transport network is an extensive, integrated system of metro lines, trams, buses, and suburban trains that provides dense, efficient coverage of Austria’s capital city and its surrounding areas.
-
E.
Vienna Wiener Linien
Vienna Wiener Linien is the municipal public transport operator in Vienna, Austria, responsible for the city’s extensive tram, bus, and metro networks.
- 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: Linz public transport Triple: [Linz tramway network, isBackboneOf, Linz public transport]
Generated description
Linz public transport is the integrated urban transit system of Linz, Austria, combining trams, buses, and other services to provide comprehensive mobility across the city and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linz public transport Target entity description: Linz public transport is the integrated urban transit system of Linz, Austria, combining trams, buses, and other services to provide comprehensive mobility across the city and surrounding areas.
-
A.
Linz trolleybus network
The Linz trolleybus network is an electric bus system in Linz, Austria, that complements the city’s trams by providing overhead wire-powered public transport on routes not served by rail.
-
B.
Linz tramway network
chosen
The Linz tramway network is an urban light rail system serving as a key component of public transportation in the Austrian city of Linz.
-
C.
Vienna bus network
The Vienna bus network is an extensive system of urban bus routes that complements trams and the U-Bahn, providing public transport coverage throughout Vienna’s districts and neighborhoods.
-
D.
Vienna public transport network
The Vienna public transport network is an extensive, integrated system of metro lines, trams, buses, and suburban trains that provides dense, efficient coverage of Austria’s capital city and its surrounding areas.
-
E.
Vienna Wiener Linien
Vienna Wiener Linien is the municipal public transport operator in Vienna, Austria, responsible for the city’s extensive tram, bus, and metro networks.
- F. None of above.
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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e0161ac8190aa1d52c063c02ad0 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b3f8eac81908489baeb4cb6bb53 |
completed | May 9, 2026, 10:23 a.m. |
| NEDg | Description generation | batch_69ff0c1171d4819099e0d0e1411059b2 |
completed | May 9, 2026, 10:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff10a360f8819098c8c9700b062478 |
completed | May 9, 2026, 10:46 a.m. |
Created at: April 10, 2026, 3:17 a.m.