Triple
T18173796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Macclesfield railway station |
E435099
|
entity |
| Predicate | locatedOnRoute |
P6309
|
FINISHED |
| Object |
Stoke-on-Trent – Manchester
Stoke-on-Trent – Manchester is a key railway route in North West England linking the city of Stoke-on-Trent with Manchester and serving several intermediate towns.
|
E1309265
|
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: Stoke-on-Trent – Manchester | Statement: [Macclesfield railway station, locatedOnRoute, Stoke-on-Trent – Manchester]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stoke-on-Trent – Manchester Context triple: [Macclesfield railway station, locatedOnRoute, Stoke-on-Trent – Manchester]
-
A.
Birmingham – Manchester
Birmingham–Manchester is a key intercity rail route in England linking the West Midlands city of Birmingham with the northern city of Manchester via intermediate stations such as Stafford.
-
B.
Stoke-on-Trent
Stoke-on-Trent is a city in Staffordshire, England, historically renowned as the heart of the British pottery industry.
-
C.
London–Manchester
London–Manchester is a major intercity travel corridor in England connecting the capital city of London with the northern city of Manchester.
-
D.
Manchester–Preston
Manchester–Preston is a key railway corridor in North West England linking the city of Manchester with Preston and serving as part of the region’s intercity and commuter network.
-
E.
Bradford, Manchester
Bradford, Manchester is an inner-city district of east Manchester, England, known for its industrial heritage and proximity to major sports and regeneration sites such as the Etihad Stadium and surrounding developments.
- 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: Stoke-on-Trent – Manchester Triple: [Macclesfield railway station, locatedOnRoute, Stoke-on-Trent – Manchester]
Generated description
Stoke-on-Trent – Manchester is a key railway route in North West England linking the city of Stoke-on-Trent with Manchester and serving several intermediate towns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stoke-on-Trent – Manchester Target entity description: Stoke-on-Trent – Manchester is a key railway route in North West England linking the city of Stoke-on-Trent with Manchester and serving several intermediate towns.
-
A.
Birmingham – Manchester
Birmingham–Manchester is a key intercity rail route in England linking the West Midlands city of Birmingham with the northern city of Manchester via intermediate stations such as Stafford.
-
B.
Stoke-on-Trent
Stoke-on-Trent is a city in Staffordshire, England, historically renowned as the heart of the British pottery industry.
-
C.
London–Manchester
London–Manchester is a major intercity travel corridor in England connecting the capital city of London with the northern city of Manchester.
-
D.
Manchester–Preston
Manchester–Preston is a key railway corridor in North West England linking the city of Manchester with Preston and serving as part of the region’s intercity and commuter network.
-
E.
Bradford, Manchester
Bradford, Manchester is an inner-city district of east Manchester, England, known for its industrial heritage and proximity to major sports and regeneration sites such as the Etihad Stadium and surrounding developments.
- 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_69d8b90b7a188190b3fc7b8d4a6cd20a |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4df583a8081908c07d3534091c2ae |
completed | April 19, 2026, 1:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a038fca35cc8190b230089c0687d5b8 |
completed | May 12, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_6a0390732c688190954ed96e31d453f1 |
completed | May 12, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03915f5af08190b4b0881993ade9e7 |
completed | May 12, 2026, 8:45 p.m. |
Created at: April 10, 2026, 10:30 a.m.