Triple
T22669300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Basler Verkehrs-Betriebe |
E559877
|
entity |
| Predicate | usesTicketingSystem |
P1740
|
FINISHED |
| Object | TNW fare network |
—
|
NE NERFINISHED |
How this triple was built (3 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: TNW fare network | Statement: [Basler Verkehrs-Betriebe, usesTicketingSystem, TNW fare network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TNW fare network Context triple: [Basler Verkehrs-Betriebe, usesTicketingSystem, TNW fare network]
-
A.
TAN public transport network
The TAN public transport network is the integrated system of trams, buses, and other transit services serving the city of Nantes and its metropolitan area in western France.
-
B.
Tan bus network
The Tan bus network is the public transportation system serving the Nantes metropolitan area in western France, operating numerous bus routes that connect surrounding communes such as Saint-Sébastien-sur-Loire.
-
C.
TfW Rail
TfW Rail is the train operating company responsible for providing passenger rail services across Wales and the bordering regions of England under the Transport for Wales brand.
-
D.
TAG public transport network
TAG public transport network is the integrated public transit system serving the Grenoble metropolitan area in France, encompassing trams, buses, and related services.
-
E.
TMB bus network
The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TNW fare network Target entity description: The TNW fare network is a regional integrated public transport tariff system serving the Basel area and surrounding regions, allowing seamless travel across multiple operators with a unified ticketing structure.
-
A.
TAN public transport network
The TAN public transport network is the integrated system of trams, buses, and other transit services serving the city of Nantes and its metropolitan area in western France.
-
B.
Tan bus network
The Tan bus network is the public transportation system serving the Nantes metropolitan area in western France, operating numerous bus routes that connect surrounding communes such as Saint-Sébastien-sur-Loire.
-
C.
TfW Rail
TfW Rail is the train operating company responsible for providing passenger rail services across Wales and the bordering regions of England under the Transport for Wales brand.
-
D.
TAG public transport network
TAG public transport network is the integrated public transit system serving the Grenoble metropolitan area in France, encompassing trams, buses, and related services.
-
E.
TMB bus network
The TMB bus network is Barcelona’s primary system of urban bus routes operated by Transports Metropolitans de Barcelona, providing extensive public transport coverage across the city and surrounding areas.
- F. None of above. chosen
Provenance (2 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_69e2454a158c819093b8e35f5045efb6 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f1781ed50c8190a6943f51d7337b49 |
completed | April 29, 2026, 3:16 a.m. |
Created at: April 17, 2026, 3:09 p.m.