Triple
T16730156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glasgow city bus network |
E406565
|
entity |
| Predicate | hasHub |
P2413
|
FINISHED |
| Object |
Shawlands
Shawlands is a vibrant residential and commercial district in Glasgow, Scotland, known for its busy high street, cafes, bars, and strong transport links to the city centre.
|
E1237532
|
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: Shawlands | Statement: [Glasgow city bus network, hasHub, Shawlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shawlands Context triple: [Glasgow city bus network, hasHub, Shawlands]
-
A.
Pollokshields
Pollokshields is a residential district in the south side of Glasgow, Scotland, known for its Victorian and Edwardian architecture and diverse community.
-
B.
Kelvinside
Kelvinside is an affluent residential district in Glasgow, Scotland, known for its Victorian architecture, leafy streets, and proximity to the River Kelvin.
-
C.
Hillhead
Hillhead is a vibrant district in Glasgow’s West End known for its proximity to the University of Glasgow, bustling Byres Road, and a mix of shops, cafes, and cultural venues.
-
D.
Glasgow Shettleston
Glasgow Shettleston is a Scottish Parliament constituency in the east end of Glasgow, covering areas such as Shettleston and Parkhead.
-
E.
Sighthill
Sighthill is a district in Edinburgh, Scotland, known for its residential areas, educational institutions, and urban regeneration projects.
- 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: Shawlands Triple: [Glasgow city bus network, hasHub, Shawlands]
Generated description
Shawlands is a vibrant residential and commercial district in Glasgow, Scotland, known for its busy high street, cafes, bars, and strong transport links to the city centre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shawlands Target entity description: Shawlands is a vibrant residential and commercial district in Glasgow, Scotland, known for its busy high street, cafes, bars, and strong transport links to the city centre.
-
A.
Pollokshields
Pollokshields is a residential district in the south side of Glasgow, Scotland, known for its Victorian and Edwardian architecture and diverse community.
-
B.
Kelvinside
Kelvinside is an affluent residential district in Glasgow, Scotland, known for its Victorian architecture, leafy streets, and proximity to the River Kelvin.
-
C.
Hillhead
Hillhead is a vibrant district in Glasgow’s West End known for its proximity to the University of Glasgow, bustling Byres Road, and a mix of shops, cafes, and cultural venues.
-
D.
Glasgow Shettleston
Glasgow Shettleston is a Scottish Parliament constituency in the east end of Glasgow, covering areas such as Shettleston and Parkhead.
-
E.
Sighthill
Sighthill is a district in Edinburgh, Scotland, known for its residential areas, educational institutions, and urban regeneration projects.
- 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_69d8838f242881908abd8bc138795886 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3874bd7648190a6a7d173d4b497a7 |
completed | April 18, 2026, 1:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00c29693dc819096993d8ba0fb3d71 |
completed | May 10, 2026, 5:38 p.m. |
| NEDg | Description generation | batch_6a00c31d79688190b09754074a0dbafb |
completed | May 10, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00c38569d081909f20b7cb32ceb714 |
completed | May 10, 2026, 5:42 p.m. |
Created at: April 10, 2026, 5:20 a.m.