Triple
T14467036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valencia urban bus network |
E358738
|
entity |
| Predicate | hasOperator |
P179
|
FINISHED |
| Object |
Empresa Municipal de Transportes de València
Empresa Municipal de Transportes de València is the publicly owned company responsible for operating the city’s main bus services in València, Spain.
|
E1101603
|
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: Empresa Municipal de Transportes de València | Statement: [Valencia urban bus network, hasOperator, Empresa Municipal de Transportes de València]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Empresa Municipal de Transportes de València Context triple: [Valencia urban bus network, hasOperator, Empresa Municipal de Transportes de València]
-
A.
Empresa Municipal de Transportes de Madrid
Empresa Municipal de Transportes de Madrid is the public company responsible for managing and operating the urban bus network in Madrid, Spain.
-
B.
Consorcio Regional de Transportes de Madrid
The Consorcio Regional de Transportes de Madrid is the public authority that plans, coordinates, and oversees the integrated public transport system across the Madrid region.
-
C.
Consorcio de Transportes del Área de Sevilla
The Consorcio de Transportes del Área de Sevilla is the public transport authority that coordinates and manages integrated ticketing and services across the Seville metropolitan area's various transit systems.
-
D.
FGC Línies Urbanes
FGC Línies Urbanes is the brand name for the urban rail services operated by Ferrocarrils de la Generalitat de Catalunya within city areas in Catalonia.
-
E.
Transports Metropolitans de Barcelona
Transports Metropolitans de Barcelona is the main public transport authority in Barcelona, managing the city’s metro, bus, and other urban transit services.
- 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: Empresa Municipal de Transportes de València Triple: [Valencia urban bus network, hasOperator, Empresa Municipal de Transportes de València]
Generated description
Empresa Municipal de Transportes de València is the publicly owned company responsible for operating the city’s main bus services in València, Spain.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Empresa Municipal de Transportes de València Target entity description: Empresa Municipal de Transportes de València is the publicly owned company responsible for operating the city’s main bus services in València, Spain.
-
A.
Empresa Municipal de Transportes de Madrid
Empresa Municipal de Transportes de Madrid is the public company responsible for managing and operating the urban bus network in Madrid, Spain.
-
B.
Consorcio Regional de Transportes de Madrid
The Consorcio Regional de Transportes de Madrid is the public authority that plans, coordinates, and oversees the integrated public transport system across the Madrid region.
-
C.
Consorcio de Transportes del Área de Sevilla
The Consorcio de Transportes del Área de Sevilla is the public transport authority that coordinates and manages integrated ticketing and services across the Seville metropolitan area's various transit systems.
-
D.
FGC Línies Urbanes
FGC Línies Urbanes is the brand name for the urban rail services operated by Ferrocarrils de la Generalitat de Catalunya within city areas in Catalonia.
-
E.
Transports Metropolitans de Barcelona
Transports Metropolitans de Barcelona is the main public transport authority in Barcelona, managing the city’s metro, bus, and other urban transit services.
- 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_69d827966698819082e140837737501d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91f8613c819080424104c0b7f4c3 |
completed | April 14, 2026, 7:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6499c7188190a79411b471cfa7d4 |
completed | May 8, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_69fd68a687dc8190bbb1ea24bfdb674b |
completed | May 8, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd69982e648190b9af4f2895514c3e |
completed | May 8, 2026, 4:42 a.m. |
Created at: April 10, 2026, 1:19 a.m.