Triple
T23296397
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Málaga María Zambrano railway station |
E590181
|
entity |
| Predicate | integratedWith |
P2830
|
FINISHED |
| Object | Málaga urban bus 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: Málaga urban bus network | Statement: [Málaga María Zambrano railway station, integratedWith, Málaga urban bus network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Málaga urban bus network Context triple: [Málaga María Zambrano railway station, integratedWith, Málaga urban bus network]
-
A.
Seville bus network
The Seville bus network is the city's primary surface public transport system, consisting of extensive urban and suburban bus routes that complement the Seville Metro and connect neighborhoods with key commercial, residential, and tourist areas.
-
B.
Palma urban bus network
The Palma urban bus network is the primary public transportation system in Palma de Mallorca, providing extensive bus services that connect key areas of the city and its surroundings.
-
C.
Valencia urban bus network
The Valencia urban bus network is the city’s primary system of public bus routes that connects major neighborhoods and landmarks across Valencia, Spain.
-
D.
Seville tram system
The Seville tram system is a modern light rail network serving central Seville, Spain, connecting key transport hubs and historic areas with frequent, street-level service.
-
E.
Valladolid urban bus network
The Valladolid urban bus network is the main public transportation system of Valladolid, Spain, providing scheduled bus services that connect key areas of the city and its surroundings.
- 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: Málaga urban bus network Target entity description: The Málaga urban bus network is the city’s primary public transport system, operating extensive bus routes that connect key areas and transport hubs throughout Málaga.
-
A.
Seville bus network
The Seville bus network is the city's primary surface public transport system, consisting of extensive urban and suburban bus routes that complement the Seville Metro and connect neighborhoods with key commercial, residential, and tourist areas.
-
B.
Palma urban bus network
The Palma urban bus network is the primary public transportation system in Palma de Mallorca, providing extensive bus services that connect key areas of the city and its surroundings.
-
C.
Valencia urban bus network
The Valencia urban bus network is the city’s primary system of public bus routes that connects major neighborhoods and landmarks across Valencia, Spain.
-
D.
Seville tram system
The Seville tram system is a modern light rail network serving central Seville, Spain, connecting key transport hubs and historic areas with frequent, street-level service.
-
E.
Valladolid urban bus network
The Valladolid urban bus network is the main public transportation system of Valladolid, Spain, providing scheduled bus services that connect key areas of the city and its surroundings.
- 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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196cfc79081909966638cec48cf60 |
completed | April 29, 2026, 5:27 a.m. |
Created at: April 17, 2026, 5:03 p.m.