Triple
T8344714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Málaga |
E196006
|
entity |
| Predicate | hasConnection |
P8776
|
FINISHED |
| Object | Málaga–María Zambrano railway station |
E590181
|
NE FINISHED |
How this triple was built (2 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–María Zambrano railway station | Statement: [Port of Málaga, hasConnection, Málaga–María Zambrano railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Málaga–María Zambrano railway station Context triple: [Port of Málaga, hasConnection, Málaga–María Zambrano railway station]
-
A.
Málaga María Zambrano railway station
chosen
Málaga María Zambrano railway station is the main rail hub in Málaga, Spain, serving high-speed AVE, long-distance, and regional trains and integrating a major commercial and transport complex.
-
B.
Murcia–El Carmen railway station
Murcia–El Carmen railway station is the main rail hub of the city of Murcia in southeastern Spain, serving regional and long-distance passenger services.
-
C.
Almería railway station
Almería railway station is the main rail hub of the city of Almería in southeastern Spain, serving regional and long-distance passenger services.
-
D.
Granada railway station
Granada railway station is the main rail hub serving the city of Granada in Andalusia, Spain, providing regional and long-distance connections including high-speed services to major Spanish cities.
-
E.
Seville Santa Justa railway station
Seville Santa Justa railway station is the main rail hub in Seville, Spain, known for its modern design and role as a key stop on the country’s high-speed rail network.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82edd63c8190b876b8465464c5fa |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7fed6b588190ba5593859c8effc2 |
completed | March 31, 2026, 8:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc733f7848190ab60098cb178dbfc |
completed | April 2, 2026, 1:32 a.m. |
Created at: March 30, 2026, 5:58 p.m.