Triple
T15528021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spanish railway network |
E369132
|
entity |
| Predicate | includesSubsystem |
P25619
|
FINISHED |
| Object |
Cercanías Málaga
Cercanías Málaga is a commuter rail service in and around the city of Málaga, Spain, providing frequent regional connections along the Costa del Sol and to nearby inland areas.
|
E582703
|
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: Cercanías Málaga | Statement: [Spanish railway network, includesSubsystem, Cercanías Málaga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cercanías Málaga Context triple: [Spanish railway network, includesSubsystem, Cercanías Málaga]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Cercanías
Cercanías is Spain’s network of suburban and commuter rail services that connect major cities with their surrounding metropolitan areas.
-
E.
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.
- 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: Cercanías Málaga Triple: [Spanish railway network, includesSubsystem, Cercanías Málaga]
Generated description
Cercanías Málaga is a commuter rail service in and around the city of Málaga, Spain, providing frequent regional connections along the Costa del Sol and to nearby inland areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cercanías Málaga Target entity description: Cercanías Málaga is a commuter rail service in and around the city of Málaga, Spain, providing frequent regional connections along the Costa del Sol and to nearby inland areas.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Cercanías
chosen
Cercanías is Spain’s network of suburban and commuter rail services that connect major cities with their surrounding metropolitan areas.
-
E.
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.
- F. None of above.
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_69d85a1794cc8190b0b428716296e63e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0414620588190958ffde651ccab5f |
completed | April 16, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d598e6c8190870e9249197f5f53 |
completed | May 9, 2026, 1:57 p.m. |
| NEDg | Description generation | batch_69ff3de663848190936a5b1d31d18c75 |
completed | May 9, 2026, 2 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff3e8c5f308190a335dbc45f9d88ee |
completed | May 9, 2026, 2:02 p.m. |
Created at: April 10, 2026, 4:05 a.m.