Triple
T1426988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middleton |
E30354
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Middleton bus station
Middleton bus station is a public transport hub in Middleton, Greater Manchester, serving as the main interchange point for local and regional bus services.
|
E164342
|
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: Middleton bus station | Statement: [Middleton, hasTransport, Middleton bus station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleton bus station Context triple: [Middleton, hasTransport, Middleton bus station]
-
A.
Rawtenstall bus station
Rawtenstall bus station is a public transport hub in Rawtenstall, Lancashire, serving as the main interchange for local and regional bus services in the area.
-
B.
Warrington Bus Interchange
Warrington Bus Interchange is the main bus station and public transport hub serving the town of Warrington in Cheshire, England.
-
C.
Preston Bus Station
Preston Bus Station is a large, Grade II listed modernist bus terminal in Preston, England, renowned for its distinctive Brutalist architecture and status as an iconic local landmark.
-
D.
Derby Bus Station
Derby Bus Station is the main public bus terminal in Derby, England, serving as a central hub for local and regional bus services.
-
E.
Britomart Transport Centre
Britomart Transport Centre is Auckland’s central public transport hub, combining a major railway station and bus interchange in a restored historic waterfront precinct.
- 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: Middleton bus station Triple: [Middleton, hasTransport, Middleton bus station]
Generated description
Middleton bus station is a public transport hub in Middleton, Greater Manchester, serving as the main interchange point for local and regional bus services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleton bus station Target entity description: Middleton bus station is a public transport hub in Middleton, Greater Manchester, serving as the main interchange point for local and regional bus services.
-
A.
Rawtenstall bus station
Rawtenstall bus station is a public transport hub in Rawtenstall, Lancashire, serving as the main interchange for local and regional bus services in the area.
-
B.
Warrington Bus Interchange
Warrington Bus Interchange is the main bus station and public transport hub serving the town of Warrington in Cheshire, England.
-
C.
Preston Bus Station
Preston Bus Station is a large, Grade II listed modernist bus terminal in Preston, England, renowned for its distinctive Brutalist architecture and status as an iconic local landmark.
-
D.
Derby Bus Station
Derby Bus Station is the main public bus terminal in Derby, England, serving as a central hub for local and regional bus services.
-
E.
Britomart Transport Centre
Britomart Transport Centre is Auckland’s central public transport hub, combining a major railway station and bus interchange in a restored historic waterfront precinct.
- 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_69a498fb823c8190a67ce4c4837e641a |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c4be7d208190bcfb46239bd72e56 |
completed | March 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad016708bc8190af01b10a0f0d6942 |
completed | March 8, 2026, 4:56 a.m. |
| NEDg | Description generation | batch_69ad023335288190b7b1137f42e0c128 |
completed | March 8, 2026, 4:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad02aa822881908c9f947875c96253 |
completed | March 8, 2026, 5:01 a.m. |
Created at: March 1, 2026, 8 p.m.