Triple

T2318293
Position Surface form Disambiguated ID Type / Status
Subject Luton E51115 entity
Predicate hasLandmark P105 FINISHED
Object The Mall Luton
The Mall Luton is a major shopping centre in Luton, England, featuring a wide range of retail stores, eateries, and services.
 E255607 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: The Mall Luton | Statement: [Luton, hasLandmark, The Mall Luton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Mall Luton
Context triple: [Luton, hasLandmark, The Mall Luton]
  • A. The Mall, London
    The Mall, London is a grand ceremonial road in central London running between Buckingham Palace and Trafalgar Square, often used for royal processions and state events.
  • B. Meadowhall Shopping Centre
    Meadowhall Shopping Centre is a large indoor retail and leisure complex in Sheffield, England, known as one of the UK’s major shopping destinations.
  • C. Lion Yard shopping centre
    Lion Yard shopping centre is a central retail complex in Cambridge, England, featuring a range of high-street shops, cafés, and services.
  • D. Kingsgate Shopping Centre
    Kingsgate Shopping Centre is a major retail complex in Huddersfield, England, featuring a range of high-street shops, eateries, and services.
  • E. County Square Shopping Centre
    County Square Shopping Centre is a major retail complex in Ashford, Kent, featuring a range of high-street shops, services, and eateries.
  • 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: The Mall Luton
Triple: [Luton, hasLandmark, The Mall Luton]
Generated description
The Mall Luton is a major shopping centre in Luton, England, featuring a wide range of retail stores, eateries, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Mall Luton
Target entity description: The Mall Luton is a major shopping centre in Luton, England, featuring a wide range of retail stores, eateries, and services.
  • A. The Mall, London
    The Mall, London is a grand ceremonial road in central London running between Buckingham Palace and Trafalgar Square, often used for royal processions and state events.
  • B. Meadowhall Shopping Centre
    Meadowhall Shopping Centre is a large indoor retail and leisure complex in Sheffield, England, known as one of the UK’s major shopping destinations.
  • C. Lion Yard shopping centre
    Lion Yard shopping centre is a central retail complex in Cambridge, England, featuring a range of high-street shops, cafés, and services.
  • D. Kingsgate Shopping Centre
    Kingsgate Shopping Centre is a major retail complex in Huddersfield, England, featuring a range of high-street shops, eateries, and services.
  • E. County Square Shopping Centre
    County Square Shopping Centre is a major retail complex in Ashford, Kent, featuring a range of high-street shops, services, and eateries.
  • 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_69a88b074b908190ae983dbca7757d88 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc62fa60c8190b4859ce296ea4177 completed March 7, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae8966cc0c819092ad299645b0aa71 completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8b3693c481909c3f5f28c9b55e92 completed March 9, 2026, 8:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae8bab9a3c8190aac39006ac3744a9 completed March 9, 2026, 8:58 a.m.
Created at: March 4, 2026, 7:49 p.m.