Triple
T7040613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stansted Airport railway station |
E163499
|
entity |
| Predicate | hasInterchangeWith |
P1018
|
FINISHED |
| Object |
London Stansted Airport bus and coach station
London Stansted Airport bus and coach station is the main ground transport hub at Stansted Airport, providing scheduled bus and coach services linking the airport with London, regional cities, and surrounding areas.
|
E645292
|
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: London Stansted Airport bus and coach station | Statement: [Stansted Airport railway station, hasInterchangeWith, London Stansted Airport bus and coach station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: London Stansted Airport bus and coach station Context triple: [Stansted Airport railway station, hasInterchangeWith, London Stansted Airport bus and coach station]
-
A.
Stansted Airport railway station
Stansted Airport railway station is a railway terminus directly serving London Stansted Airport, providing frequent rail connections between the airport and central London as well as other destinations on the regional network.
-
B.
Stansted Airport
Stansted Airport is a major international airport serving the London area, particularly known as a hub for low-cost and European short-haul flights.
-
C.
Luton Airport
Luton Airport is a major international airport north of London that serves as a key hub for low-cost airlines and short-haul European flights.
-
D.
STANSTED
STANSTED is a village and civil parish in Essex, England, best known for its proximity to London Stansted Airport and its role as a local commercial and residential center.
-
E.
Cambridge Airport
Cambridge Airport is a regional airport serving the city of Cambridge in Cambridgeshire, England, handling general aviation, business, and some commercial flights.
- 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: London Stansted Airport bus and coach station Triple: [Stansted Airport railway station, hasInterchangeWith, London Stansted Airport bus and coach station]
Generated description
London Stansted Airport bus and coach station is the main ground transport hub at Stansted Airport, providing scheduled bus and coach services linking the airport with London, regional cities, and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: London Stansted Airport bus and coach station Target entity description: London Stansted Airport bus and coach station is the main ground transport hub at Stansted Airport, providing scheduled bus and coach services linking the airport with London, regional cities, and surrounding areas.
-
A.
Stansted Airport railway station
Stansted Airport railway station is a railway terminus directly serving London Stansted Airport, providing frequent rail connections between the airport and central London as well as other destinations on the regional network.
-
B.
Stansted Airport
Stansted Airport is a major international airport serving the London area, particularly known as a hub for low-cost and European short-haul flights.
-
C.
Luton Airport
Luton Airport is a major international airport north of London that serves as a key hub for low-cost airlines and short-haul European flights.
-
D.
STANSTED
STANSTED is a village and civil parish in Essex, England, best known for its proximity to London Stansted Airport and its role as a local commercial and residential center.
-
E.
Cambridge Airport
Cambridge Airport is a regional airport serving the city of Cambridge in Cambridgeshire, England, handling general aviation, business, and some commercial flights.
- 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_69c6885e7c1c8190be32a8f79ab4e0cf |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e22544708190b0dffb5256d4cda6 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7ad7862f081908b53778b8fc4ad4b |
completed | March 28, 2026, 10:29 a.m. |
| NEDg | Description generation | batch_69c7ae0bcfa4819099249fa403bed288 |
completed | March 28, 2026, 10:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ae9f8f648190adc5cdf08bc01d93 |
completed | March 28, 2026, 10:34 a.m. |
Created at: March 27, 2026, 2:36 p.m.