Triple
T10830589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luton Town Hall |
E255606
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
George Street commercial area
George Street commercial area is a central shopping and business district in Luton, featuring a concentration of retail outlets, services, and commercial activity.
|
E886977
|
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: George Street commercial area | Statement: [Luton Town Hall, hasNeighbourhood, George Street commercial area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Street commercial area Context triple: [Luton Town Hall, hasNeighbourhood, George Street commercial area]
-
A.
Centre Street commercial district
The Centre Street commercial district is a vibrant main street corridor in Boston’s Jamaica Plain neighborhood, known for its independent shops, diverse restaurants, and lively community atmosphere.
-
B.
Queen Street commercial district
Queen Street commercial district is the historic main shopping and dining area of Niagara-on-the-Lake, known for its heritage architecture, boutiques, and tourist-oriented amenities.
-
C.
Market Street retail area
Market Street retail area is a major pedestrianized shopping thoroughfare in Manchester city centre, known for its high street stores and heavy footfall.
-
D.
Peel Street commercial area
Peel Street commercial area is a busy shopping and dining corridor in downtown Montreal known for its mix of boutiques, restaurants, and office buildings.
-
E.
Buchanan Street shopping district
Buchanan Street shopping district is a major retail and pedestrian thoroughfare in central Glasgow, Scotland, known for its high-end shops, department stores, and vibrant city-center atmosphere.
- 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: George Street commercial area Triple: [Luton Town Hall, hasNeighbourhood, George Street commercial area]
Generated description
George Street commercial area is a central shopping and business district in Luton, featuring a concentration of retail outlets, services, and commercial activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Street commercial area Target entity description: George Street commercial area is a central shopping and business district in Luton, featuring a concentration of retail outlets, services, and commercial activity.
-
A.
Centre Street commercial district
The Centre Street commercial district is a vibrant main street corridor in Boston’s Jamaica Plain neighborhood, known for its independent shops, diverse restaurants, and lively community atmosphere.
-
B.
Queen Street commercial district
Queen Street commercial district is the historic main shopping and dining area of Niagara-on-the-Lake, known for its heritage architecture, boutiques, and tourist-oriented amenities.
-
C.
Market Street retail area
Market Street retail area is a major pedestrianized shopping thoroughfare in Manchester city centre, known for its high street stores and heavy footfall.
-
D.
Peel Street commercial area
Peel Street commercial area is a busy shopping and dining corridor in downtown Montreal known for its mix of boutiques, restaurants, and office buildings.
-
E.
Buchanan Street shopping district
Buchanan Street shopping district is a major retail and pedestrian thoroughfare in central Glasgow, Scotland, known for its high-end shops, department stores, and vibrant city-center atmosphere.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d744222288819093258b452569acab |
completed | April 9, 2026, 6:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de85a068b08190948c3ca32cdda147 |
completed | April 14, 2026, 6:21 p.m. |
| NEDg | Description generation | batch_69de8956d9f081909d076c5e413c1f74 |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8e80fe80819088ac76bb5abc58f0 |
completed | April 14, 2026, 6:59 p.m. |
Created at: April 8, 2026, 9:19 p.m.