Triple
T23296382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Málaga María Zambrano railway station |
E590181
|
entity |
| Predicate | hasService |
P182
|
FINISHED |
| Object | Cercanías Málaga |
—
|
NE NERFINISHED |
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: Cercanías Málaga | Statement: [Málaga María Zambrano railway station, hasService, Cercanías Málaga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cercanías Málaga Context triple: [Málaga María Zambrano railway station, hasService, Cercanías Málaga]
-
A.
Cercanías Málaga C1 line
The Cercanías Málaga C1 line is a suburban rail service in Spain’s Costa del Sol that connects Málaga with coastal towns including Torremolinos and Fuengirola.
-
B.
Seville commuter rail
Seville commuter rail is a regional rail network serving the metropolitan area of Seville, Spain, connecting the city with its surrounding suburbs and towns.
-
C.
Murcia–Águilas railway
The Murcia–Águilas railway is a regional rail line in southeastern Spain that connects the city of Murcia with the coastal town of Águilas, serving as an important link for passenger and local transport in the Region of Murcia.
-
D.
Cercanías Murcia/Alicante
Cercanías Murcia/Alicante is a Spanish commuter rail network serving the cities and surrounding metropolitan areas of Murcia and Alicante in southeastern Spain.
-
E.
Cercanías
chosen
Cercanías is Spain’s network of suburban and commuter rail services that connect major cities with their surrounding metropolitan areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.