Triple
T11604053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mauchline |
E275206
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Mauchline railway station (historical)
Mauchline railway station (historical) was a former railway stop that served the town of Mauchline in East Ayrshire, Scotland, during the era of local and regional rail services.
|
E936401
|
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: Mauchline railway station (historical) | Statement: [Mauchline, hasRailwayStation, Mauchline railway station (historical)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mauchline railway station (historical) Context triple: [Mauchline, hasRailwayStation, Mauchline railway station (historical)]
-
A.
Merlynston railway station
Merlynston railway station is a suburban commuter rail station in Melbourne, Australia, serving the Merlynston area on the city's northern rail network.
-
B.
Macaulay railway station
Macaulay railway station is a suburban commuter rail stop in Melbourne, Australia, serving the inner-northern area of North Melbourne on the city's metropolitan rail network.
-
C.
Macleod railway station
Macleod railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the city's metropolitan train network.
-
D.
Craigieburn railway station
Craigieburn railway station is a suburban commuter rail station in Melbourne, Australia, serving as the northern endpoint of services on the Craigieburn line.
-
E.
Bellshill railway station
Bellshill railway station is a rail transport facility serving the town of Bellshill in North Lanarkshire, Scotland, providing passenger services on regional and commuter routes.
- 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: Mauchline railway station (historical) Triple: [Mauchline, hasRailwayStation, Mauchline railway station (historical)]
Generated description
Mauchline railway station (historical) was a former railway stop that served the town of Mauchline in East Ayrshire, Scotland, during the era of local and regional rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mauchline railway station (historical) Target entity description: Mauchline railway station (historical) was a former railway stop that served the town of Mauchline in East Ayrshire, Scotland, during the era of local and regional rail services.
-
A.
Merlynston railway station
Merlynston railway station is a suburban commuter rail station in Melbourne, Australia, serving the Merlynston area on the city's northern rail network.
-
B.
Macaulay railway station
Macaulay railway station is a suburban commuter rail stop in Melbourne, Australia, serving the inner-northern area of North Melbourne on the city's metropolitan rail network.
-
C.
Macleod railway station
Macleod railway station is a suburban commuter rail stop in Melbourne, Australia, serving the local community on the city's metropolitan train network.
-
D.
Craigieburn railway station
Craigieburn railway station is a suburban commuter rail station in Melbourne, Australia, serving as the northern endpoint of services on the Craigieburn line.
-
E.
Bellshill railway station
Bellshill railway station is a rail transport facility serving the town of Bellshill in North Lanarkshire, Scotland, providing passenger services on regional and commuter routes.
- 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_69d6aaf84b548190ac072e4fb89ae18f |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d895502e0081909ee9c3d45d26cd91 |
completed | April 10, 2026, 6:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a8022800819096d7a87ac8c1c751 |
completed | April 22, 2026, 10:50 a.m. |
| NEDg | Description generation | batch_69e8af9665648190b7732076aa129671 |
completed | April 22, 2026, 11:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ee5b3a3720819095a4a87176e052cb |
completed | April 26, 2026, 6:36 p.m. |
Created at: April 8, 2026, 9:38 p.m.