Triple

T12971977
Position Surface form Disambiguated ID Type / Status
Subject Hemel Hempstead E321419 entity
Predicate hasShoppingCentre P4285 FINISHED
Object The Marlowes
The Marlowes is a main shopping centre in Hemel Hempstead, Hertfordshire, featuring a range of retail stores, eateries, and services.
E1013243 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 Marlowes | Statement: [Hemel Hempstead, hasShoppingCentre, The Marlowes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Marlowes
Context triple: [Hemel Hempstead, hasShoppingCentre, The Marlowes]
  • A. The New Magdalen
    The New Magdalen is a Victorian novel by Wilkie Collins that explores themes of identity, morality, and social stigma through the story of a fallen woman seeking redemption.
  • B. Marlowe
    Marlowe is a neo-noir crime thriller film centered on the iconic private detective Philip Marlowe, adapted from John Banville’s novel "The Black-Eyed Blonde."
  • C. Marlowe
    Marlowe is an unincorporated community located in Berkeley County, West Virginia, known for its rural setting near the Potomac River.
  • D. Harrow Songs
    Harrow Songs are a celebrated collection of traditional school songs closely associated with the culture and history of Harrow School in England.
  • E. The Cromwell
    The Cromwell is a boutique luxury hotel and casino on the Las Vegas Strip known for its intimate atmosphere and stylish, Parisian-inspired design.
  • 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 Marlowes
Triple: [Hemel Hempstead, hasShoppingCentre, The Marlowes]
Generated description
The Marlowes is a main shopping centre in Hemel Hempstead, Hertfordshire, featuring a range of retail stores, eateries, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Marlowes
Target entity description: The Marlowes is a main shopping centre in Hemel Hempstead, Hertfordshire, featuring a range of retail stores, eateries, and services.
  • A. The New Magdalen
    The New Magdalen is a Victorian novel by Wilkie Collins that explores themes of identity, morality, and social stigma through the story of a fallen woman seeking redemption.
  • B. Marlowe
    Marlowe is a neo-noir crime thriller film centered on the iconic private detective Philip Marlowe, adapted from John Banville’s novel "The Black-Eyed Blonde."
  • C. Marlowe
    Marlowe is an unincorporated community located in Berkeley County, West Virginia, known for its rural setting near the Potomac River.
  • D. Harrow Songs
    Harrow Songs are a celebrated collection of traditional school songs closely associated with the culture and history of Harrow School in England.
  • E. The Cromwell
    The Cromwell is a boutique luxury hotel and casino on the Las Vegas Strip known for its intimate atmosphere and stylish, Parisian-inspired design.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e418d548190be1c73db76cb3aa8 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8ea91f08190b1daf6d05621acf9 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9a1ca54819085da2ca592bf5219 completed May 3, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb337b708190a874cec01d588236 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:36 p.m.